# Fetch
Source: https://docs.istari.ai/api-reference/fetch

/api-reference/openapi.json post /fetch



# Filters Options
Source: https://docs.istari.ai/api-reference/filters-options

/api-reference/openapi.json get /filters/options



# List or look up locations
Source: https://docs.istari.ai/api-reference/locations/list-or-look-up-locations

/api-reference/openapi.json get /locations
Returns location-tree entries from the shared `goi_locations` table.

Modes:
- Root: `parent_id` omitted, empty, or `null` → returns continents and countries
- Children: `parent_id=<id>` → direct children of that location
- Exact: `name=<name>&location_type=<type>` → exact lookup

Locations are global navigation metadata — open to any caller past auth, no `regionAccess` filtering applied.



# Search locations by name
Source: https://docs.istari.ai/api-reference/locations/search-locations-by-name

/api-reference/openapi.json get /locations/search
Ranked search over `goi_locations.name` with exact, prefix, substring, and fuzzy (trigram) layers. Returns the same item shape as `/v1/locations`. Open to any caller past auth.



# Search
Source: https://docs.istari.ai/api-reference/search

/api-reference/openapi.json post /search



# Aggregate counts — group by dimension(s) with filters
Source: https://docs.istari.ai/api-reference/stats/aggregate-counts-—-group-by-dimensions-with-filters

/api-reference/openapi.json post /stats
Returns `COUNT(*)` bucketed by one or two categorical dimensions with optional column filters and an optional date range. No search scoring — pure SQL `GROUP BY`.

**Use cases:** NACE distribution by country, org size breakdown, top keywords for a sector, monthly registration trends.

**Dimensions (`group_by` / `group_by_secondary`):** continent, country, country_code, state, state_code, region, region_code, district, district_code, municipality, municipality_code, nace_code, organization_type, organization_size, employee_class, revenue_class, summary_keywords (unnested), company_register_date, created_at.

`summary_keywords` is automatically unnested — each keyword in the array counts as its own bucket.

Date dimensions use `DATE_TRUNC` and are ordered chronologically (ASC). All other dimensions are ordered by count DESC.

Monthly request quotas apply by API key tier.



# Overview
Source: https://docs.istari.ai/api/api_start_page

Programmatic access to the ISTARI Global Organization Index (GOI) via API key.

Use it to **discover** organizations (keyword, semantic description, similarity to known domains, or filters alone), **look up** known domains in bulk, and (on eligible tiers) run **aggregations** and read **filter option** lists.

<Tip>
  **Interactive reference:** try endpoints in the [API Playground](/api-reference/search).
</Tip>

<Note>
  Don't have a key yet? Create one under [API keys](/goi/api-keys) in the GOI dashboard.
</Note>

## Base URL

All GOI API paths are under:

```text theme={null}
https://api.istari.ai/v2/
```

Examples:

* `POST https://api.istari.ai/v2/search`
* `POST https://api.istari.ai/v2/fetch`

## Authentication

Every request must include your API key:

```http theme={null}
x-api-key: <your-api-key>
```

Keys are issued for GOI access tiers (`tier_1` or `tier_2`). Quotas and rate limits depend on the tier assigned to your key (see [Reference](/api/goi-reference#rate-limits-and-tiers)).

## Quick example : search

```bash theme={null}
curl --location 'https://api.istari.ai/v2/search' \
  --header 'Accept: application/json' \
  --header 'x-api-key: your-api-key' \
  --header 'Content-Type: application/json' \
  --data '{
    "describe": "SaaS organizations in the US",
    "keywords": {
      "must_all": [],
      "must_any": [],
      "must_not": []
    },
    "filters": {
      "country": ["United States"],
      "state": [],
      "region": [],
      "organization_type": [],
      "organization_size": [],
      "nace_code": []
    },
    "excludes": [],
    "columns": ["domain"],
    "size": 50
  }'
```

## Endpoints at a glance

Paths are relative to **`https://api.istari.ai/v2`**.

| Method | Path               | Purpose                                                                                   |
| ------ | ------------------ | ----------------------------------------------------------------------------------------- |
| `POST` | `/search`          | Search and rank organisations (modes described in [Search](/api/goi-search))              |
| `POST` | `/fetch`           | Bulk lookup by domain list: no scoring ([Fetch, stats & utilities](/api/goi-fetch-stats)) |
| `POST` | `/stats`           | Aggregations (`COUNT` by dimension); monthly quota by tier                                |
| `GET`  | `/filters/options` | Allowed values for categorical filters (scoped to your key)                               |
| `GET`  | `/health`          | Liveness / database check                                                                 |

## Documentation map

* [Search](/api/goi-search): request body, auto-detected modes, keywords, `similar_to`, `describe`, filters, pagination, deduplication
* [Fetch, stats & utilities](/api/goi-fetch-stats): `/fetch`, `/stats`, `/filters/options`, and health
* [Reference: columns, filters, limits & errors](/api/goi-reference): response fields, quotas, HTTP errors


# Fetch & statistics
Source: https://docs.istari.ai/api/goi-fetch-stats

v2 /fetch bulk lookup, /stats aggregations, /filters/options, health and test.

Base URL prefix: **`https://api.istari.ai/v2`**.

## `POST /fetch` : bulk domain lookup

Returns current GOI rows for domains you already know. There is **no** relevance ranking.

### Request

```json theme={null}
{
  "domains": ["stripe.com", "adyen.com", "unknown.example"],
  "columns": ["domain", "name", "country", "nace_code"]
}
```

* **domains**: required, non-empty list, **maximum 5,000** domains per request.
* **columns**: same rules as search; default `["domain", "name", "country"]`. See [Reference: columns](/api/goi-reference#selectable-columns).

Domains your key is not allowed to see are treated like missing and appear in `metadata.missing`.

### Response

```json theme={null}
{
  "data": [ … ],
  "metadata": {
    "requested": 3,
    "found": 2,
    "missing": ["unknown.example"]
  }
}
```

***

## `POST /stats` : aggregations

Returns `COUNT(*)` buckets over the filtered population. No text or vector scoring, plain SQL grouping.

Available on all customer API tiers. Monthly **request** quotas apply by tier (see [Reference: rate limits](/api/goi-reference#rate-limits-and-tiers)).

### Request (shape)

```json theme={null}
{
  "group_by": "nace_code",
  "group_by_secondary": "organization_size",
  "date_trunc": "month",
  "filters": { "country": ["Germany"] },
  "date_range": {
    "field": "company_register_date",
    "from_date": "2020-01-01",
    "to_date": "2024-12-31"
  },
  "limit": 100
}
```

| Field                | Description                                                                                                                     |
| -------------------- | ------------------------------------------------------------------------------------------------------------------------------- |
| `group_by`           | Optional. Primary dimension to bucket by. Omit for a **single total** count.                                                    |
| `group_by_secondary` | Optional second dimension (2D breakdown). Requires `group_by`. Must differ from `group_by`.                                     |
| `date_trunc`         | `year`, `month`, or `week`: used when a grouping column is a **date** (`company_register_date`, `created_at`).                  |
| `filters`            | Same column filters as `/search`. **`text_keywords` is not supported** in stats.                                                |
| `date_range`         | Optional bounds on `company_register_date`, `created_at`, or `updated_at`.                                                      |
| `limit`              | Max buckets returned (default `100`, max `500`). Ordered by count descending, except date dimensions (chronological ascending). |

### Allowed `group_by` / `group_by_secondary` columns

Geographic: `continent`, `country`, `country_code`, `state`, `state_code`, `region`, `region_code`, `district`, `district_code`, `municipality`, `municipality_code`.

Classification: `nace_code`, `organization_type`, `organization_size`, `employee_class`, `revenue_class`.

Source / registry: `source`, `company_register_court`.

Array (exploded per value): `summary_keywords`.

Date (use with `date_trunc`): `company_register_date`, `created_at`.

### Response

Each bucket in `data` includes the grouping column value(s) and a `count`. Top-level `elapsed_ms` and `metadata` echo timings, filters, and bucket counts.

***

## `GET /filters/options`

Returns JSON suitable for building filter UIs: allowed categorical values, **scoped to your API key’s data access**. No request body.

***

## `GET /health`

Lightweight check that the service can reach the database. Response shape:

```json theme={null}
{ "healthy": true }
```

or, on failure, `healthy: false` with an `error` message.

***

## Minimal `curl` : fetch

```bash theme={null}
curl -sS 'https://api.istari.ai/v2/fetch' \
  -H 'Content-Type: application/json' \
  -H 'x-api-key: YOUR_KEY' \
  -d '{"domains":["istari.ai"],"columns":["domain","name","country"]}'
```


# Reference
Source: https://docs.istari.ai/api/goi-reference

GOI API, selectable columns, filters, tiers, rate limits, and HTTP errors.

## Selectable columns

Default for **`POST …/v2/search`** and **`POST …/v2/fetch`**: `["domain", "name", "country"]`.

Request a subset via `columns`. **`domain` is always included** in each row.

Allowed column names:

| Column                                                           | Typical use                   |
| ---------------------------------------------------------------- | ----------------------------- |
| `domain`                                                         | Primary identifier (hostname) |
| `name`                                                           | Legal or trade name           |
| `summary`                                                        | Short text description        |
| `summary_keywords`                                               | Extracted keyword tags        |
| `address`                                                        | Street address                |
| `organization_type`                                              | e.g. Company, Startup         |
| `organization_size`                                              | Size band                     |
| `employee_class`                                                 | Employee count bracket        |
| `revenue_class`                                                  | Revenue bracket               |
| `nace_code`                                                      | Industry (NACE)               |
| `continent`, `country`, `country_code`                           | Geography                     |
| `state`, `state_code`, `region`, `region_code`                   | Subnational hierarchy         |
| `district`, `district_code`, `municipality`, `municipality_code` | Finer admin units             |
| `lat`, `lon`                                                     | Coordinates (may be `null`)   |
| `new_register_entry`                                             | Recently registered flag      |
| `company_register_date`, `company_register_id`                   | Register metadata             |
| `created_at`                                                     | Row creation time             |

**Never returned:** raw long text used only for indexing, embedding vectors, and internal flags such as `has_embedding`.

***

## Filters object

All keys are optional. Lists mean **“match any of these values”** for that field (OR inside the field).

| Field                                                    | Matches                                                                                 |
| -------------------------------------------------------- | --------------------------------------------------------------------------------------- |
| `country`, `state`, `region`, `district`, `municipality` | Exact string on the corresponding column                                                |
| `organization_type`                                      | e.g. `Company`, `Startup`, `Public`, `Academic`, `Other`                                |
| `organization_size`                                      | e.g. `Micro (0-9)`, `Small (10-49)`, `Medium-sized (50-249)`, `Large enterprise (250+)` |
| `nace_code`                                              | Section letter (e.g. `K`) or detailed code (e.g. `62.01`)                               |
| `source`                                                 | Data provenance bucket                                                                  |
| `company_register_court`                                 | Court / register name                                                                   |
| `register_date_from`, `register_date_to`                 | Inclusive ISO dates (`YYYY-MM-DD`) on registration dates                                |
| `summary_keywords`                                       | Fast exact match on keyword array                                                       |
| `text_keywords`                                          | Same object shape as top-level `keywords`: BM25 sub-filter on text                      |

Use **`GET …/v2/filters/options`** for values your key may actually use.

***

## Rate limits and tiers

Throughput and monthly quotas depend on your key’s tier (enforced at the gateway and in service middleware).

Typical **public** tier profile:

| Tier     | Approx. steady RPS | Burst | Monthly request quota |
| -------- | ------------------ | ----- | --------------------- |
| `tier_1` | 2                  | 5     | 10,000                |
| `tier_2` | 5                  | 10    | 50,000                |

Monthly **`POST /stats`** request quotas (per key, per calendar month):

| Tier     | `/stats` requests/month |
| -------- | ----------------------- |
| `tier_1` | 500                     |
| `tier_2` | 5,000                   |

Result rows also count against monthly **result** quotas where configured (`/search` and `/fetch`). `/stats` counts requests only.

Responses may include rate-limit headers, for example:

```http theme={null}
X-RateLimit-Requests-Limit: 10000
X-RateLimit-Requests-Remaining: 9843
X-RateLimit-Results-Limit: 500000
X-RateLimit-Results-Remaining: 498231
X-RateLimit-Reset: 2026-04-01T00:00:00Z
```

When limits are exceeded, the API returns **`429 Too Many Requests`**.

***

## HTTP errors

| Status | Meaning                                                |
| ------ | ------------------------------------------------------ |
| `400`  | Malformed or inconsistent input                        |
| `401`  | Missing or invalid API key                             |
| `403`  | Authenticated but action not allowed for this tier     |
| `422`  | Validation error (body fails schema or business rules) |
| `429`  | Rate or quota exceeded                                 |
| `500`  | Unexpected server error                                |

Error bodies are usually JSON with a `detail` or `error` field you can log.

***

## Related

* [Overview & endpoint list](/api/api_start_page)
* [Search behaviour](/api/goi-search)
* [Fetch and stats](/api/goi-fetch-stats)


# Search
Source: https://docs.istari.ai/api/goi-search

POST /v2/search, modes, keywords, semantic and similarity queries, filters, pagination.

Search returns a JSON object with a `data` array of organisation rows and a `metadata` object (total hits, mode, timing, pagination cursor, filters applied).

## Requirements

You must supply **at least one** of:

* `filters`: column filters only (browse / filter mode)
* `keywords`: BM25 text search
* `describe`: natural-language description → embedding search (**cannot** be combined with `similar_to`)
* `similar_to`: similarity to one or more reference domains (**cannot** be combined with `describe`)

`similar_to` and `describe` are **mutually exclusive**.

## Search mode (automatic)

You do **not** send a mode name. The API infers it from your inputs:

| `metadata.mode` value | When it runs                                                 |
| --------------------- | ------------------------------------------------------------ |
| `filter`              | Only `filters` (no `keywords`, `describe`, or `similar_to`)  |
| `fulltext`            | `keywords` only (no `describe`, no `similar_to`)             |
| `semantic`            | `describe` only                                              |
| `vector_similarity`   | `similar_to` only                                            |
| `hybrid`              | `keywords` together with `similar_to` **or** with `describe` |

Hybrid queries blend BM25 and vector ranking (reciprocal rank fusion). Use `search_balance` from `0.0` (BM25-heavy) to `1.0` (vector-heavy); default `0.5`.

## Request body (overview)

```json theme={null}
{
  "similar_to": ["stripe.com"],
  "describe": null,
  "keywords": { "must_all": [], "must_any": [], "must_not": [] },
  "filters": { },
  "excludes": [],
  "columns": ["domain", "name", "country"],
  "size": 100,
  "min_score": null,
  "search_balance": 0.5,
  "search_after": null,
  "dedup": false
}
```

| Field          | Notes                                                                                                                                                    |
| -------------- | -------------------------------------------------------------------------------------------------------------------------------------------------------- |
| `columns`      | Subset of allowed columns; `domain` is always returned. Default `["domain", "name", "country"]`. See [Reference](/api/goi-reference#selectable-columns). |
| `size`         | Page size, default `100`, maximum `500`.                                                                                                                 |
| `min_score`    | Optional `0.0`–`1.0` cosine similarity floor for vector / semantic / hybrid modes.                                                                       |
| `search_after` | Opaque cursor from the previous response’s `metadata.search_after` for pagination.                                                                       |
| `dedup`        | If `true`, collapse rows that share the same organization `name`, keeping the best match until `size` rows.                                              |

## Keywords (`keywords`)

Drives BM25 search on name and description (and participates in hybrid):

```json theme={null}
{
  "must_all": ["payments", "B2B"],
  "must_any": ["SaaS", "cloud"],
  "must_not": ["crypto"]
}
```

All parts are optional, but **`must_not` alone is invalid**: you need at least one of `must_all` or `must_any` whenever `must_not` is present.

## Similar organizations (`similar_to`)

Pass up to **three** domains as strings, or as objects for **steering** (boost / penalize terms, repel domains, weight):

```json theme={null}
{
  "similar_to": [
    {
      "domain": "stripe.com",
      "boost": ["enterprise", "B2B"],
      "penalize": ["consumer"],
      "repel_domains": ["paypal.com"],
      "weight": 1.0
    }
  ]
}
```

* `boost`, `penalize`, `repel_domains`: up to **5** entries each.
* `weight`: number from **0.0** to **2.0**, or the strings **`weak`**, **`normal`**, **`strong`** (mapped to internal numeric weights). Default **1.0**.

## Semantic description (`describe`)

Free-text description of the kind of organizations you want; embedded and searched like a vector query. Cannot be used together with `similar_to`.

## Filters (`filters`)

Optional on any mode. Multiple values in a list are OR-combined for that field. Full field list and semantics: [Reference, filters](/api/goi-reference#filters-object).

Inside `filters`, `text_keywords` uses the same shape as top-level `keywords` but acts as a **strict BM25 filter** on text (slower than `summary_keywords` for exact keyword-array matches).

## Excludes

`excludes` is a list of domains that must not appear in results, regardless of score.

## Pagination

* First page: omit `search_after` or send `null`.
* Next page: copy `metadata.search_after` from the previous response into the next request.

Scored modes use an offset-style cursor with a **maximum depth of 10,000** rows. **Filter-only** mode uses keyset pagination by domain and has **no** depth cap. When `metadata.search_after` is `null`, there is no further page.

## Example requests

**Filter-only browse (Germany):**

```json theme={null}
{
  "filters": { "country": ["Germany"] },
  "size": 50
}
```

**Keyword search with geography:**

```json theme={null}
{
  "keywords": { "must_any": ["renewable energy", "solar"] },
  "filters": { "country": ["Germany", "Austria"] }
}
```

**Similar to a reference organization:**

```json theme={null}
{
  "similar_to": ["stripe.com"],
  "filters": { "country": ["Ireland", "Germany"] },
  "columns": ["domain", "name", "country", "nace_code"]
}
```

**Hybrid (keywords + description):**

```json theme={null}
{
  "keywords": { "must_all": ["HR", "software"] },
  "describe": "payroll automation for SMEs",
  "search_balance": 0.6,
  "size": 20
}
```

## Response shape

```json theme={null}
{
  "data": [
    { "domain": "example.com", "name": "Example GmbH", "country": "Germany" }
  ],
  "metadata": {
    "total_hits": 142,
    "returned": 25,
    "mode": "hybrid",
    "elapsed_ms": 312,
    "search_after": [25],
    "filters_applied": { "country": ["Germany"] }
  }
}
```

`total_hits` may be `null` in some filter paths. See [Errors](/api/goi-reference#http-errors) for failure responses.


# Find lookalikes
Source: https://docs.istari.ai/cookbooks/find-lookalikes

Given one or more reference organizations, return similar organizations, for competitive mapping, M&A screening, or prospecting.

**Inputs:** 1–3 reference `domains` · optional `location`. **Returns:** organizations similar to the references by embedding similarity.

Use this when you have a known organization and want "more like this", competitors, acquisition targets, or lookalike prospects for an ABM list.

## The recipe

Set `ISTARI_API_KEY`, then swap in your reference `domains` and optional `country`. The request maps to `POST /v2/search` with `similar_to`.

```python theme={null}
import os
import requests

API_KEY = os.environ["ISTARI_API_KEY"]


def find_lookalikes(domains: list[str], country: str | None = "Germany") -> list[dict]:
    body = {
        "similar_to": domains,
        "excludes": domains,  # always exclude your references
        "filters": {"country": [country]} if country else {},
        "columns": ["domain", "name", "country", "nace_code"],
        "min_score": 0.55,  # raise toward 0.6 if results look loose
        "size": 20,
        "dedup": True,
    }
    resp = requests.post(
        "https://api.istari.ai/v2/search",
        headers={"x-api-key": API_KEY, "Content-Type": "application/json"},
        json=body,
    )
    return resp.json()["data"]


for row in find_lookalikes(["n26.com"]):
    print(row["domain"], "-", row["name"])
```

## What each lever does

| Lever                                                                 | Role                                                                                                                  |
| --------------------------------------------------------------------- | --------------------------------------------------------------------------------------------------------------------- |
| `similar_to`                                                          | The reference set. Pass 2–3 domains to define a "centroid" (e.g. three competitors) and find the cluster around them. |
| `excludes`                                                            | Removes the references from results.                                                                                  |
| `min_score`                                                           | Tightens similarity. Default `0.35` is broad; `0.55–0.65` keeps only close matches; `0.8+` near-duplicates only.      |
| `filters.country` / `filters.nace_code` / `filters.organization_size` | Optional post-filters to scope the lookalikes.                                                                        |

## Validated examples

Embedding similarity is the corpus's strongest signal — it holds for famous brands *and* unknown SMEs:

| Reference                        | Returns                                                             |
| -------------------------------- | ------------------------------------------------------------------- |
| `n26.com` (neobank)              | Trade Republic, C24 Bank, ING, Evergreen, Gini                      |
| `celonis.com` (process mining)   | Mimica, mindzie, iGrafx, ARIS, Wang Fan Xin                         |
| `bipack.it` (corrugated-box SME) | CARPACK (MX), Scatolificio Valverde (IT), Cartoembal (ES), SBC (BR) |

## Notes

* **Exclusion is by exact domain.** A reference's sister domains can still appear (here `number26.de`, N26's alternate, surfaced). Add every known domain to `excludes`.
* **Multi-domain queries are fused** with reciprocal-rank fusion: great for "organizations like A, B *and* C".
* **To steer** toward or away from concepts (boost/penalize terms, repel specific organizations), use [`find_similar_with_steering`](/mcp/tools).
* Pair with [`POST /v2/fetch`](/api/goi-fetch-stats) to hydrate full profiles for the shortlist.


# Market sizing
Source: https://docs.istari.ai/cookbooks/market-sizing

Count and break down a sector across geographies, exact, reproducible numbers for TAM and territory planning.

**Inputs:** a sector (`nace_code`) + scope (`country`) · a breakdown dimension (`group_by`). **Returns:** exact counts per bucket.

`POST /v2/stats` answers "how many" and "distribution of" with **exact, deterministic** counts, unlike search, which scores and ranks. Use it for market sizing, territory planning, and coverage checks.

## The recipe

Set `ISTARI_API_KEY`, then swap in your filters and `group_by` dimension. The request maps to `POST /v2/stats`.

```python theme={null}
import os
import requests

API_KEY = os.environ["ISTARI_API_KEY"]


def aggregate_market(
    country: str,
    nace_code: str,
    group_by: str = "state",
    limit: int = 20,
) -> list[dict]:
    body = {
        "filters": {
            "country": [country],
            "nace_code": [nace_code],
        },
        "group_by": group_by,  # or: country, region, organization_size, nace_code, ...
        "limit": limit,
    }
    resp = requests.post(
        "https://api.istari.ai/v2/stats",
        headers={"x-api-key": API_KEY, "Content-Type": "application/json"},
        json=body,
    )
    return resp.json()["data"]


for bucket in aggregate_market("Germany", "NACE C: Manufacturing"):
    print(bucket["state"], bucket["count"])
```

## What each lever does

| Lever                                                                                     | Role                                                                   |
| ----------------------------------------------------------------------------------------- | ---------------------------------------------------------------------- |
| `filters` (`nace_code`, `country`, `region`, `organization_size`, `organization_type`, …) | Structured filters that define the slice you're sizing.                |
| `group_by`                                                                                | The breakdown dimension. Omit for a single total `COUNT(*)`.           |
| `group_by_secondary`                                                                      | Optional 2nd dimension for a cross-tab (e.g. `country` × `nace_code`). |

## Validated examples

The same tool, three different breakdowns — all exact:

**German manufacturers (`NACE C`) by `state`:** Nordrhein-Westfalen 37,627 · Bayern 31,543 · Baden-Württemberg 29,705 · Niedersachsen 13,190 · Hessen 11,675

**German manufacturers by `organization_size`:** Small (10–49) 81,270 · Micro (0–9) 62,792 · Medium (50–249) 17,598 · Large (250+) 9,473

**Switzerland by `nace_code` (sector mix):** Professional/scientific (N) 53,397 · Wholesale/retail (G) 27,872 · Manufacturing (C) 21,985 · Health (R) 19,996 · Construction (F) 19,874

## Notes

<Warning>
  **Aggregate ignores keyword filters.** `POST /v2/stats` honors structured `filters` (country, NACE, size, type, region, dates, `summary_keywords`) but **silently ignores** `keywords`. So an aggregate is a *sector + geography* denominator: never a product-specific count. Label it honestly ("manufacturers + traders in DE"), not "suppliers of product X".
</Warning>

* For a **product-specific** count, there's no exact tool: deliver the [supplier shortlist](/cookbooks/supplier-discovery) instead, and quote the aggregate only as a labeled sector denominator.
* Discover valid `summary_keywords` tags by running `POST /v2/stats` with `group_by: "summary_keywords"` on a narrow slice rather than guessing.


# Niche & deep-tech finder
Source: https://docs.istari.ai/cookbooks/niche-finder

Find the companies that actually do one specific thing — a niche product or a frontier technology — anywhere in the world.

**Inputs:** `what` (free text — a product, technology, or capability) · optional `location`. **Returns:** the companies whose business *is* that thing.

This is the template for the long tail: corrugated cardboard, solid-state batteries, hydrogen electrolyzers, quantum computing. GOI's corpus is SME- and niche-heavy and web-verified, so the companies exist — the trick is precision. A bare semantic search drifts to adjacent topics; the fix is to **anchor**.

## The recipe

Set `ISTARI_API_KEY`, then swap in your `what` and `anchor` terms. The request maps to `POST /v2/search`.

```python theme={null}
import os
import requests

API_KEY = os.environ["ISTARI_API_KEY"]


def find_niche_companies(what: str, anchor: str) -> list[dict]:
    body = {
        "describe": what,  # rich description — carries the specifics
        "keywords": {
            "must_all": [anchor],  # the one word that MUST be in the description
            "must_not": ["consulting", "recruitment", "marketing agency"],
        },
        "filters": {
            "nace_code": ["NACE C: Manufacturing"],  # optional — drop to include services
        },
        "columns": ["domain", "name", "country", "nace_code"],
        "size": 15,
        "dedup": True,
    }
    resp = requests.post(
        "https://api.istari.ai/v2/search",
        headers={"x-api-key": API_KEY, "Content-Type": "application/json"},
        json=body,
    )
    return resp.json()["data"]


for row in find_niche_companies("quantum computing", "quantum"):
    print(row["domain"], "-", row["name"])
```

The **anchor** (`keywords.must_all`) is what turns a fuzzy semantic match into a precise one. The `describe` field carries the nuance the anchor can't (`solid-state`, `green hydrogen`, `fault-tolerant`).

## What each lever does

| Lever                   | Role                                                                                                                 |
| ----------------------- | -------------------------------------------------------------------------------------------------------------------- |
| `describe`              | Full natural-language description. Carries specificity the single anchor word can't.                                 |
| `keywords.must_all`     | **The anchor.** The defining term that must appear in the company's description. This is what removes drift.         |
| `keywords.must_any`     | Use *instead* of `must_all` for spelling/synonym variants (`electrolyzer`/`electrolyser`, `e-bike`/`electric bike`). |
| `keywords.must_not`     | Strips perennial noise — consultancies, recruiters, agencies. Add `"distributor","reseller"` to keep only makers.    |
| `filters.nace_code` = C | Optional. Restricts to manufacturers when you want builders, not services.                                           |

## Validated examples

One pattern, five wildly different niches — all returned the real players:

| Niche (`what`)         | Anchor                                     | Representative hits                                   |
| ---------------------- | ------------------------------------------ | ----------------------------------------------------- |
| Quantum computing      | `quantum`                                  | Rigetti, PsiQuantum, Quantum Circuits, Anyon, SEMIQON |
| Solid-state batteries  | `battery`                                  | Solid Power, QuantumScape, QingTao, Jinyu             |
| Vertical farming       | `vertical farming`                         | Netled, GoodLeaf, 4D Bios, AGEYE                      |
| Hydrogen electrolyzers | `electrolyzer`/`electrolyser` (`must_any`) | Exion Hydrogen, CENmat, PERIC, Electrogenos           |
| Corrugated cardboard   | `corrugated`, `cardboard`                  | Kartonex, Bipack, EICSA, SouthEastern                 |

## Notes

* **The anchor is everything.** Drop `keywords.must_all` and the semantic query drifts to neighbors (battery analytics, packaging consultants). Keep it tight and literal.
* **Handle spelling/synonyms with `must_any`.** `["electrolyzer","electrolyser","electrolysis"]` caught makers using any spelling. Same for regional terms.
* **One anchor word beats two.** `["corrugated"]` pulled some corrugated-*metal* makers; `["corrugated","cardboard"]` (both required) fixes it. Add a second anchor only to disambiguate.
* **Ignore the `Total` field** in keyword mode — it shows `0` while returning a full page. Count the rows.
* **Don't set `min_score`** — hybrid retrieval collapses under a floor here.
* This is also how you find **"innovative / deep-tech companies in X"**: anchor on the technology, not on a company `type` (startup typing is sparse in the corpus and will cost you real matches).


# Overview
Source: https://docs.istari.ai/cookbooks/overview

Best-practice recipes for getting clean, reproducible results from the GOI API and MCP connector.

**Cookbooks** are battle-tested recipes for the research tasks people run against GOI most often — supplier shortlists, lookalikes, market sizing, niche and deep-tech discovery, and agent workflows. Each one is a fixed pattern: you supply one or two inputs, everything else stays locked in, and you get the same clean result every time.

## Query templates

The GOI API is super powerful. A single [`POST /v2/search`](/api/api_start_page) endpoint can run a semantic, full-text (BM25), hybrid, and similarity search across **\~20M web-verified organizations**, with structured filters for geography, sector, size, and more. That flexibility is the point but it also means there are many ways to phrase any given query, and the gap between an *okay* result and an *excellent* one lives entirely in the parameters.

**Query templates are the recommended way to harness that power.** Each one distills a common use case into a fixed, validated parameter recipe: the disciplined combination of `describe`, `keywords`, `filters`, and more that reliably returns the right organizations. Think of them as the canonical "best way to do *X* with the GOI API": copy the recipe, swap in your inputs, and ship; no need to rediscover the winning combination yourself. Every template includes a copy-paste **Python** example against `POST /v2/search` or `POST /v2/stats`.

<CardGroup>
  <Card title="Supplier discovery" icon="package" href="/cookbooks/supplier-discovery">
    Given a product + location, return a supplier shortlist (makers + distributors).
  </Card>

  <Card title="Find lookalikes" icon="copy" href="/cookbooks/find-lookalikes">
    Given a reference organization, find similar organizations, competitors, targets, prospects.
  </Card>

  <Card title="Market sizing" icon="chart-bar" href="/cookbooks/market-sizing">
    Count and break down a sector across geographies, exact, reproducible numbers.
  </Card>

  <Card title="Niche & deep-tech finder" icon="microscope" href="/cookbooks/niche-finder">
    Find the organizations that actually do one specific thing — a niche product or frontier tech.
  </Card>
</CardGroup>

## MCP & agents

Recipes for driving GOI through the [MCP connector](/mcp/overview) in Claude, Cursor, or any agent.

<CardGroup>
  <Card title="Research workflows" icon="workflow" href="/mcp/research-workflows">
    Chain tools end to end — resolve a place, size a market, pull the players, profile one.
  </Card>

  <Card title="Agent skill" icon="wand-sparkles" href="/mcp/agent-skill">
    A drop-in skill so an agent applies the right parameters automatically.
  </Card>
</CardGroup>

<Note>
  **Reproducible within an index version.** Same inputs + same template + same GOI snapshot → same results. Results change as the corpus refreshes; to freeze output, snapshot the returned domains and re-hydrate later via `get_organization_details`.
</Note>


# Supplier discovery
Source: https://docs.istari.ai/cookbooks/supplier-discovery

Given a product and a location, return a clean supplier shortlist, manufacturers and distributors, every time.

**Inputs:** `product` (free text) · `location` (a country). **Returns:** a deduped shortlist of suppliers.

A bare `POST /v2/search` with only a free-text `describe` field mixes in repair shops, rental firms, and parts makers, and the order drifts between runs. The quality comes from disciplined parameters that this template bakes in.

## The recipe

Set `ISTARI_API_KEY`, then swap in your `product` and `country`. The request maps to `POST /v2/search`.

```python theme={null}
import os
import requests

API_KEY = os.environ["ISTARI_API_KEY"]


def find_suppliers(product: str, country: str) -> list[dict]:
    body = {
        "describe": f"{product} supplier manufacturer distributor wholesale vendor",
        "keywords": {
            "must_any": [
                "supplier", "distributor", "wholesale",
                "manufacturer", "reseller", "vendor", "trading",
            ],
            "must_not": [
                "repair", "rental", "service center", "maintenance", "recruitment",
            ],
        },
        "filters": {
            "country": [country],
            "nace_code": [
                "NACE C: Manufacturing",
                "NACE G: Wholesale and retail trade",
            ],
        },
        "columns": ["domain", "name", "country", "nace_code", "organization_type"],
        "size": 12,
        "dedup": True,
    }
    resp = requests.post(
        "https://api.istari.ai/v2/search",
        headers={"x-api-key": API_KEY, "Content-Type": "application/json"},
        json=body,
    )
    return resp.json()["data"]


for row in find_suppliers("industrial valves", "Spain"):
    print(row["domain"], "-", row["name"])
```

## What each lever does

| Lever                           | Role                                                                                                                                                |
| ------------------------------- | --------------------------------------------------------------------------------------------------------------------------------------------------- |
| `filters.nace_code` = **C + G** | The main levers. Admits makers (C) and traders (G); excludes repair, rental, consulting by category. This is what removes the noise: don't drop it. |
| `describe`                      | Weights the product + supply intent. Self-adjusts: leans distributor for imported goods, manufacturer where made locally.                           |
| `keywords.must_any`             | Forces supply-side language to be present (also required so `must_not` can run).                                                                    |
| `keywords.must_not`             | A soft down-weight, **not** a hard filter: real exclusion comes from NACE.                                                                          |
| `dedup`                         | Collapses duplicate organization names.                                                                                                             |

## Validated example

`product="industrial valves"`, `country="Spain"` → a clean mix of manufacturers and distributors:

| Organization                            | Type         | NACE |
| --------------------------------------- | ------------ | ---- |
| Babcock Valves, Tecval, FHT, ICP Valves | Manufacturer | C    |
| VAINDUSA, ACOM, DIMAC                   | Distributor  | G    |

The same template was validated across different use cases like MacBooks (UAE, distributor-heavy), hydraulic pumps (Germany, maker-heavy), solar panels (India, mixed), electronic components (Singapore, trading hub), and surgical gloves (India — Asma, Kanam Latex, Saachi), one parameter set, product-appropriate skew in every geography.

## Notes

<Warning>
  **Don't set `min_score`.** Keywords trigger hybrid retrieval, where a `min_score` of \~0.45 can collapse a clean 12-result query down to 1. Let NACE + keywords do the precision work.
</Warning>

* **Country is activity-based.** GOI resolves location by where an organization is *active*, not solely legal HQ: a firm operating in your market can appear even if incorporated abroad. If strict incorporation matters, post-validate.
* **City filters are coarse.** `municipality=["Dubai"]` can return zero (geocoding granularity). Prefer `country`, or `region`/`state` via [`resolve_location`](/mcp/tools).
* **Ignore the `Total` field** in keyword mode: it reports `0` while returning a full page. Count the returned rows.
* **For strict product matching**, add `"must_all": ["<core noun>"]` inside `keywords` (fewer results, higher precision).


# Pricing and limits
Source: https://docs.istari.ai/docs/pricing

How GOI account tiers, commercial plans, and API key tiers map to dashboard, MCP, and API quotas.

GOI pricing has two layers that are easy to mix up:

1. **Account tier** — who you are when you use the [GOI dashboard](https://index.istari.ai) or [GOI MCP](/mcp/overview). Set by your login and subscription.
2. **API key tier** — which quotas apply when you call the [GOI API](/api/api_start_page). Only available on **premium** accounts.

<Frame>
  <img alt="GOI access by account tier: Guest uses the dashboard; Standard adds GOI MCP; Premium unlocks dashboard, GOI MCP, and GOI API with tier_1 or tier_2 keys" />
</Frame>

The [istari.ai technology page](https://www.istari.ai/en/technology) shows **Regional** and **Global** commercial packages. Those plans set your account tier, geographic coverage, and API key tier. The tables below show the **rate limits** which are consequentially enforced.

<Note>
  All monthly quotas reset on the **first of each month (UTC)**. A server-level burst cap of **60 requests/minute per IP** also applies across dashboard, API, and MCP.
</Note>

## Account tiers

| Tier         | Who gets it                                                      | Dashboard                   | GOI MCP            | API keys |
| ------------ | ---------------------------------------------------------------- | --------------------------- | ------------------ | -------- |
| **Guest**    | Visitor without signing in                                       | Limited search and map      | No                 | No       |
| **Standard** | Any signed-in user at [index.istari.ai](https://index.istari.ai) | Full UI with monthly quotas | Yes                | No       |
| **Premium**  | Paid commercial plan (Regional or Global)                        | Higher quotas + exports     | Yes, higher quotas | Yes      |

**Standard** is the default when you create a free account and sign in. You can search, filter, save lists, and use GOI MCP within the limits below.

**Premium** is required for **API access** (creating keys in the dashboard), **CSV/XLSX exports**, and the higher monthly quotas. API key management is blocked for standard accounts.

## Commercial plans

There are two paid packages. Both include the web interface, API access, and GOI MCP. The difference is mainly **coverage** and **volume**.

| Plan         | Annual price  | Coverage                                                     | Base monthly volume             | Analyst upgrade                        |
| ------------ | ------------- | ------------------------------------------------------------ | ------------------------------- | -------------------------------------- |
| **Regional** | €2,500 / year | One or more areas at region, district, or municipality level | 5,000 organization rows / month | +€7,500 / year → 250,000 rows / month  |
| **Global**   | €5,000 / year | Worldwide                                                    | 5,000 organization rows / month | +€20,000 / year → 250,000 rows / month |

### What counts as a region (Regional plan)

On the **Regional** plan, coverage is scoped to geographic areas you select in the GOI dashboard. A region can be defined at the **region**, **district**, or **municipality** level — not at **country** or **state** level.

<Frame>
  <img alt="GOI location picker showing Region, District, and Municipality levels in a hierarchy" />
</Frame>

For example, *Rhein-Neckar-Kreis* is a **region**, *Weinheim* can appear as a **district** or **municipality**, each with its own organization count. Your plan limits which of these units you can query and export.

**Global** plans remove this geographic scope — you can search across all countries that GOI covers.

**How to read "downloads" on the website:** each returned organization row via search counts toward your monthly **result** quota. A search that returns 50 organizations uses 50 rows; a CSV export uses one download request but can include up to thousands of rows against the same quota.

**Analyst upgrade** raises you to higher API and dashboard result caps (roughly aligned with **API tier 2** / premium dashboard limits at **250,000 rows/month**). Contact [support@istari.ai](mailto:support@istari.ai) to change plan or upgrade.

## GOI dashboard limits

Quotas apply per calendar month. **Results** = organization rows returned (search hits or fetch IDs).

### Search

| Account tier | Requests / month | Results / month |
| ------------ | ---------------: | --------------: |
| Guest        |               20 |           2,000 |
| Standard     |              100 |           1,000 |
| Premium      |            5,000 |         250,000 |

### Export (CSV / XLSX)

Max **5,000 rows per export** request.

### Easy mode in GOI dashboard

| Account tier | Requests / month |
| ------------ | ---------------: |
| Guest        |                5 |
| Standard     |              100 |
| Premium      |            5,000 |

## GOI MCP limits

GOI MCP uses the same **standard** / **premium** account tiers as the dashboard (via your [index.istari.ai](https://index.istari.ai) login). [Request access](https://index.istari.ai/goi-mcp-access) and see [Connect](/mcp/connect) to add GOI MCP as a custom connector.

Limits are grouped into **tool buckets**. All tools in a bucket share one monthly budget.

| Bucket     | Tools                                                                                                      | Standard                     | Premium                        |
| ---------- | ---------------------------------------------------------------------------------------------------------- | ---------------------------- | ------------------------------ |
| **Search** | `search_organizations`, `find_similar_organizations`, `find_similar_with_steering`, `filter_organizations` | 100 requests / 1,000 results | 1,000 requests / 5,000 results |
| **Fetch**  | `get_organization_details`                                                                                 | 100 requests / 1,000 results | 1,000 requests / 5,000 results |
| **Stats**  | `aggregate_organizations`                                                                                  | 100 requests                 | 1,000 requests                 |

See [GOI MCP overview](/mcp/overview) for connection setup and [Tools](/mcp/tools) for what each tool does.

## GOI API limits

API keys are only available on **premium** accounts. Create them under **Profile → API keys** in the [dashboard](https://index.istari.ai/api-keys).

Each key is assigned an **API tier** (`tier_1` or `tier_2`) when created. That tier controls quotas on `POST /v2/search`, `POST /v2/fetch`, and `POST /v2/stats`.

### Search and fetch

| API tier | Requests / month | Results / month |
| -------- | ---------------: | --------------: |
| tier\_1  |            1,000 |           5,000 |
| tier\_2  |            5,000 |         250,000 |

### Stats (aggregations)

| API tier | Requests / month |
| -------- | ---------------: |
| tier\_1  |              500 |
| tier\_2  |            5,000 |

Regional vs global **coverage** is enforced via your account or API key scope (region, district, or municipality for Regional plans). See [API reference](/api/goi-reference).

### Fair use limits

We have some per-key throttle limits (requests per second) to ensure fair use of our API.

| API tier | Approx. steady RPS | Burst |
| -------- | -----------------: | ----: |
| tier\_1  |                  2 |     5 |
| tier\_2  |                  5 |    10 |

## Upgrading or changing limits

* **Free → paid:** see [istari.ai technology / pricing](https://www.istari.ai/en/technology) or email [support@istari.ai](mailto:support@istari.ai).
* **Raise API quotas:** analyst upgrade on your commercial plan, or contact support for **tier\_2** assignment.

## Related

* [Quickstart](/docs/quickstart): dashboard, API, and MCP paths
* [API keys](/goi/api-keys): create and manage keys
* [API reference](/api/goi-reference): columns, filters, and error codes
* [GOI MCP connect](/mcp/connect): add GOI MCP to an AI client


# Quickstart
Source: https://docs.istari.ai/docs/quickstart

Get from zero to your first GOI result in the GOI dashboard, the API, or an AI agent.

ISTARI gives you three ways to work with the **Global Organization Index (GOI)**: a curated dataset of
\~20 million active, web-verified organizations across 232 countries. Pick the path that fits how you work.

<CardGroup>
  <Card title="No code" icon="layout-dashboard" href="#use-the-goi-dashboard">
    Use the GOI dashboard to search, filter, and export.
  </Card>

  <Card title="API" icon="terminal" href="#use-the-api">
    Query GOI programmatically over HTTP.
  </Card>

  <Card title="AI agent" icon="plug" href="#use-an-ai-agent">
    Connect GOI to Claude, Cursor, or any MCP client.
  </Card>
</CardGroup>

## Create an account

<Steps>
  <Step title="Sign up">
    Create an account at [index.istari.ai](https://index.istari.ai). The same login works for the
    GOI dashboard, the API, and GOI MCP.
  </Step>

  <Step title="Choose your path">
    Explore visually in the [GOI dashboard](/goi/dashboard), or generate an API key to go programmatic.
  </Step>
</Steps>

<h2>
  Use the GOI dashboard
</h2>

The fastest way to see what GOI can do. No setup required.

1. Sign in at [index.istari.ai](https://index.istari.ai).
2. Describe what you're looking for in the search bar, or switch to [keyword](/goi/keyword-search) or [similarity](/goi/similarity-search) search.
3. Narrow with [location](/goi/location-filters) and [organizational](/goi/organizational-filters) filters.
4. [Export](/goi/export-search-results) the results or save them as a [list](/goi/lists).

See the [GOI dashboard guide](/goi/dashboard) for the full walkthrough.

## Use the API

<Steps>
  <Step title="Get an API key">
    In the GOI dashboard, open [API keys](/goi/api-keys) and create a key. Keep it secret; it carries your plan's quota.
  </Step>

  <Step title="Make your first request">
    Send a `POST` to `/v2/search`. The API auto-detects the search mode from your inputs. No mode name needed.

    <CodeGroup>
      ```bash cURL theme={null}
      curl -X POST https://api.istari.ai/v2/search \
        -H "x-api-key: $ISTARI_API_KEY" \
        -H "Content-Type: application/json" \
        -d '{
          "describe": "organizations that manufacture industrial heat pumps",
          "filters": { "country": ["Germany"] },
          "columns": ["domain", "name", "country"],
          "size": 25
        }'
      ```

      ```python Python theme={null}
      import os, requests

      resp = requests.post(
          "https://api.istari.ai/v2/search",
          headers={"x-api-key": os.environ["ISTARI_API_KEY"]},
          json={
              "describe": "organizations that manufacture industrial heat pumps",
              "filters": {"country": ["Germany"]},
              "columns": ["domain", "name", "country"],
              "size": 25,
          },
      )
      print(resp.json()["metadata"]["total"], "matches")
      ```
    </CodeGroup>
  </Step>

  <Step title="Read the response">
    Responses contain a `data` array of organization rows and a `metadata` object (total hits, mode, pagination cursor).
    See [Search](/api/goi-search) for every parameter and [Reference](/api/goi-reference) for columns, limits, and errors.
  </Step>
</Steps>

## Use an AI agent

GOI MCP is not yet listed in connector directories. Request access, then add it as a custom connector.

<Steps>
  <Step title="Sign in">
    Sign in at [index.istari.ai](https://index.istari.ai). The same account works for the dashboard, API, and GOI MCP.
  </Step>

  <Step title="Request access">
    Submit the [GOI MCP access request](https://index.istari.ai/goi-mcp-access). We email you your **Client ID**, **Secret**, and MCP URL when your account is enabled.
  </Step>

  <Step title="Add GOI MCP">
    Add GOI MCP as a custom connector in Claude, ChatGPT, Cursor, or another MCP client. See [Connect](/mcp/connect) for client-specific steps.
  </Step>
</Steps>

See the [GOI MCP overview](/mcp/overview) for the available tools.

## Next steps

<CardGroup>
  <Card title="Search the API" icon="search" href="/api/goi-search">
    Keywords, semantic descriptions, similarity, filters, and pagination.
  </Card>

  <Card title="Connect an AI agent" icon="plug" href="/mcp/connect">
    Request access, then add GOI MCP as a custom connector in Claude, ChatGPT, Cursor, or any MCP client.
  </Card>
</CardGroup>


# Advanced search filters
Source: https://docs.istari.ai/goi/advanced-search-filters



Whichever of the [three search methods](/goi/dashboard#three-ways-to-search) you use, you can refine the results with **keyword refinement filters**. These filters sit on top of your main query and are accessed from the **Other Filters** button below the search bar, on the **Keywords** tab.

<Frame>
  <img alt="" />
</Frame>

## Keyword filters

On the **Keywords** tab of the Other Filters dialog you can build three separate keyword lists:

* **Must Include (Any):** At least one of the listed keywords must appear in an organization's profile.
* **Must Include (All):** All listed keywords must appear.
* **Must Not Include:** Organizations mentioning these keywords are filtered out.

Use this to fine-tune thematic relevance or exclude irrelevant segments. For example, a semantic query for *"automotive interior suppliers"* combined with a *Must Not Include* of *recycling* narrows the results to organizations that do **not** advertise recycling activities.

**Keyword filters vs. Keyword Search.** Keyword filters are a *refinement layer*: they apply on top of any search method. [Keyword Search](/goi/keyword-search), on the other hand, is a standalone search method you pick from the search-type dropdown, where keywords are the main query rather than a filter.

## Related filters

The **Other Filters** dialog also has an **Organization Specific** tab covering [organization size, type, and NACE code](/goi/organizational-filters). For geographic narrowing, use the separate [Location Filters](/goi/location-filters) button.


# API keys
Source: https://docs.istari.ai/goi/api-keys

Create and manage API keys for programmatic access to ISTARI GOI.

If you want to query ISTARI GOI directly from your own scripts, products, or data pipelines, you do so through the **ISTARI API** using a personal **API key**. This page is about creating and managing those keys from inside the platform. For endpoint details, parameters, and request/response formats see the [ISTARI API documentation](/api/api_start_page).

To open the API Keys page, click your **profile avatar** in the bottom-left of the sidebar and choose **API Keys** from the dropdown. (This option only appears if your account has API access.)

<Frame>
  <img alt="API keys list" />
</Frame>

## Create an API key

1. Click **Create API Key** in the top-right of the page.
2. Give the key a **name**: pick something that identifies where it will be used (for example, *"Data warehouse ETL"* or *"Marketing automation"*), so you can recognise it later.
3. Optionally set a **monthly quota** to cap how many organizations the key can return in a single billing month. This is a safety guard, once the quota is reached, subsequent requests from that key will fail until the next month or until you raise the limit.
4. Click **Create** to generate the key.

<Frame>
  <img alt="Create API key modal" />
</Frame>

**Copy the key immediately.** The full API key value is shown **only once**, right after creation. Copy it to a secure place (e.g. a password manager or your infrastructure's secret store) before closing the dialog. If you lose the value you'll need to create a new key.

You can have up to **three active API keys** per account. If you need more, delete or rotate an existing one first.

## Manage existing keys

Each row in the API keys table shows:

* The **name** you gave the key.
* When it was **created** and **last used**.
* The **monthly quota** and how much of it has already been consumed this month.

For each key you can:

* **Edit**: rename the key or adjust its monthly quota.
* **Disable**: temporarily stop the key from working without deleting it.
* **Delete**: remove the key permanently. Any application using it will immediately start failing.

## Getting started

The page includes a **Getting started** card with the API base URL and a ready-to-copy `curl` example so you can test your new key right away.

<Frame>
  <img alt="Getting started card" />
</Frame>

For a full list of endpoints, query parameters, and response fields, continue to the [ISTARI API documentation](/api/api_start_page).


# GOI Home page
Source: https://docs.istari.ai/goi/dashboard

Discover the GOI Home page and find your way around.

When you first log in to the ISTARI Global Organization Index, you land on the **GOI Home page**: the central hub for searching, exploring, and organising the organizations you care about.

<Frame>
  <img alt="" />
</Frame>

## What you see on the home screen

* **Search panel (centre):** where you enter queries to begin discovering organizations.
* **New organizations pill (above the search panel):** shows how many organizations have been newly registered in the DACH region today. Click it to open the [New organizations](/goi/new-companies) page.
* **Example searches (below the search panel):** ready-made queries you can click to try out the search.

## Sidebar (left)

The vertical sidebar gives you fast access to your work in GOI:

* **New search** (blue button): return to the search panel and start a fresh query.
* **Home**: also returns you to the search panel.
* **Lists**: open your saved [Lists](/goi/lists) of organizations.
* **Saved Searches**: open your [Saved Searches](/goi/saved-searches).

At the bottom of the sidebar you'll find:

* The **help menu** (question-mark icon). See the [Help Section](/goi/help-section) for what's inside.
* Your **profile avatar**. Click it to open your account dropdown: see below.
* If you have credit-based features, your **credits balance** is displayed under the avatar. Click the number to open **Subscription and Billing**.

## Profile dropdown

Clicking your avatar at the bottom-left opens a dropdown showing your name, email, and tier. From here you can:

* **Manage Account**: open your user profile to change name, password, etc.
* **API Keys**: open the [API Keys](/goi/api-keys) page (only shown if your account has API access).
* **Subscription and Billing**: track credits, invoices, and transactions (only shown if your account has billing).
* **Manage Organization**: manage your organization's members and settings (only shown if you're part of an organization).
* **Sign out**: end your session.

## Easy mode vs. Advanced mode

The search panel has a toggle in the top-right between two ways of searching:

* **Easy mode**: describe what you are looking for in a single sentence and let ISTARI's AI agent interpret it. The agent picks the right search method (see below), fills in any filters (location, size, industry), and runs the query for you. Best if you're not sure which search method fits.
* **Advanced mode**: you pick the search method yourself and configure filters manually. Best when you want precise control or know exactly how you want to query.

## Three ways to search

In Advanced mode, the search panel has a dropdown that lets you pick between three distinct search methods. Each is suited to a different starting point:

| Search method              | When to use it                                                                                                                 | Page                                        |
| -------------------------- | ------------------------------------------------------------------------------------------------------------------------------ | ------------------------------------------- |
| **Describe organizations** | You have a market description or idea in your head but no specific organization or keywords. Natural-language semantic search. | [Semantic Search](/goi/semantic-search)     |
| **Use a similar website**  | You know a reference organization and want to find others like it.                                                             | [Similarity Search](/goi/similarity-search) |
| **Use keywords**           | You want exact term matching with full control over which words define a hit.                                                  | [Keyword Search](/goi/keyword-search)       |

All three methods can be combined with [Location Filters](/goi/location-filters), [Organizational Filters](/goi/organizational-filters), and [keyword refinement filters](/goi/advanced-search-filters) to narrow results further. In Easy mode you don't pick the method, the agent does, but the same filter system is available.


# Export search results
Source: https://docs.istari.ai/goi/export-search-results



You can export your research results, for all organizations in the result set or a subset that you selected, by clicking the **Export** button above the results table.

In the export dialog you can:

* **Choose a format:** CSV or Excel (`.xlsx`).
* **Pick a scope:** export *all* organizations in the current results, or only the *rows you've ticked*.
* **Select columns:** choose exactly which fields end up in the file.

Export is capped at **5,000 organizations** per file. If your result set is larger, narrow it down with filters first or export in chunks.

<Frame>
  <img alt="" />
</Frame>


# Overview
Source: https://docs.istari.ai/goi/goi_start_page



The Global Organization Index (GOI) is our curated, organization-level dataset containing **approximately 20 million active organizations** across **232 countries and territories**. It serves as the canonical source for firmographic data at ISTARI, covering organization identity, location, industry classification, size, and more.

<Frame>
  <img alt="" />
</Frame>

## Data pipeline & methodology

GOI is built through a multi-step validation pipeline designed to prioritize quality over volume:

1. **Registry Collection**: We systematically query national registers worldwide, including organization, commercial, and association registers. This primary data source is then enriched with additional open data sources, giving us an initial pool of approximately **400 million organizations**.
2. **Domain Attribution**: We determine which of these organizations can be attributed to a clearly identifiable web domain. This results in roughly **10%** of the total, about **40 million organizations**. The remainder are either no longer active, were never truly operational (e.g., pure holding structures), or simply never maintained a web presence.
3. **Activity Verification**: We verify which of those 40 million domains are still actively operated. This validation step brings the dataset down to approximately **20 million organizations** that are demonstrably active.

This process ensures that every record in GOI is web domain-verified and confirmed active.

### Quality vs. volume

Our final dataset is smaller than comparable, traditional databases. However, in contrast, our dataset contains exclusively verified and active organizations, no inactive records or dormant entities. The key differentiator is not size, but data timliness, operational relevance, and verification depth.

### Data sources

| Source Type        | Role           | Examples                                                                       |
| ------------------ | -------------- | ------------------------------------------------------------------------------ |
| National registers | Primary source | Company registers, commercial registers, association registers                 |
| Open data sources  | Enrichment     | Government databases, administrative statistics data, structured open datasets |
| Web presence       | Verification   | Organisation websites, active domain validation                                |

## Schema

### Key definitions

* **NACE Code**: The EU's standard statistical classification of economic activities. Used as GOI's primary industry taxonomy. [Learn more](https://ec.europa.eu/eurostat/web/nace)
* **Organization Type**: Categorized as Company, Startup, Academic, Public, or Other based on registry data and web content analysis.
* **Organization Size**: Derived from employee and revenue signals, bucketed into Micro, Small, Medium-sized, and Large enterprise per EU SME definitions.

### Core fields

| Column                               | Type    | Description                              |
| ------------------------------------ | ------- | ---------------------------------------- |
| `name`                               | STRING  | Organization name                        |
| `domain`                             | STRING  | Organisation website domain              |
| `summary`                            | STRING  | AI-generated summary of the organization |
| `keywords`                           | LIST    | Descriptive keywords                     |
| `employee_class`                     | STRING  | Employee count bracket                   |
| `country`                            | STRING  | Country name                             |
| `country_code`                       | STRING  | ISO country code                         |
| `state` / `state_code`               | STRING  | State or province                        |
| `region` / `region_code`             | STRING  | Region                                   |
| `district` / `district_code`         | STRING  | District                                 |
| `municipality` / `municipality_code` | STRING  | Municipality                             |
| `address`                            | STRING  | Full address                             |
| `latitude`                           | FLOAT64 | Latitude coordinate                      |
| `longitude`                          | FLOAT64 | Longitude coordinate                     |

### Classification fields

| Column                                   | Type   | Description                                                      |
| ---------------------------------------- | ------ | ---------------------------------------------------------------- |
| `nace_code`                              | STRING | NACE industry classification code                                |
| `nace_reasoning` (optional)              | STRING | Reasoning behind the assigned NACE code                          |
| `organization_type`                      | STRING | Type of organization (Company, Public, Academic, Startup, Other) |
| `organization_type_reasoning` (optional) | STRING | Reasoning behind the assigned type                               |
| `organization_size`                      | STRING | Size bracket (Micro, Small, Medium-sized, Large enterprise)      |
| `organization_size_reasoning` (optional) | STRING | Reasoning behind the assigned size                               |

**Note:** Reasoning fields are not published in the standard dataset.

## Coverage statistics

### At a glance

| Metric                  | Value         |
| ----------------------- | ------------- |
| Total organizations     | \~20,000,000  |
| Countries & territories | 232           |
| Industry sectors (NACE) | 22            |
| Last updated            | February 2026 |

### Top 20 countries by volume

| Country        | Organizations |
| -------------- | ------------- |
| United States  | 3,626,794     |
| Germany        | 1,828,181     |
| United Kingdom | 1,013,026     |
| Netherlands    | 778,416       |
| Italy          | 625,754       |
| Australia      | 601,797       |
| France         | 571,895       |
| Japan          | 461,640       |
| Brazil         | 421,034       |
| Canada         | 366,258       |
| Poland         | 339,745       |
| Czechia        | 268,404       |
| Spain          | 250,467       |
| Belgium        | 233,349       |
| Switzerland    | 219,274       |
| Sweden         | 199,470       |
| India          | 186,750       |
| Russia         | 182,112       |
| Austria        | 158,644       |
| Denmark        | 140,840       |

### Organization size distribution

| Size             | Employee Range | Count     | Share  |
| ---------------- | -------------- | --------- | ------ |
| Micro            | 0–9            | 7,341,838 | 42.78% |
| Small            | 10–49          | 7,494,409 | 43.67% |
| Medium-sized     | 50–249         | 1,501,655 | 8.75%  |
| Large enterprise | 250+           | 824,126   | 4.80%  |

### Top 10 industries (NACE)

| NACE Code | Industry                                        | Count     | Share  |
| --------- | ----------------------------------------------- | --------- | ------ |
| N         | Professional, scientific & technical activities | 3,093,879 | 18.03% |
| G         | Wholesale & retail trade                        | 2,240,191 | 13.05% |
| C         | Manufacturing                                   | 2,006,435 | 11.69% |
| R         | Human health & social work                      | 1,440,340 | 8.39%  |
| K         | Telecom, IT & computing                         | 1,269,131 | 7.39%  |
| F         | Construction                                    | 1,173,226 | 6.84%  |
| I         | Accommodation & food service                    | 1,126,594 | 6.56%  |
| S         | Arts, sports & recreation                       | 1,101,592 | 6.42%  |
| Q         | Education                                       | 584,430   | 3.41%  |
| J         | Publishing, broadcasting & content              | 554,985   | 3.23%  |

### Notes on geographic data

Approximately 2.7 million organizations in the dataset do not have a standardized administrative region.

These organizations are **intentionally retained** in the dataset. While they cannot be filtered by geographic region, they remain valuable for non-geographic analyses (e.g., industry, size, domain-level insights).

When an organization appears multiple times (e.g., the same domain linked to different addresses), we deduplicate by domain and retain the record with the highest employee count, treating it as the organization's headquarters.

### Delivery

* **Formats:** CSV, Excel, API, web app, parquet or any other requested file format for big data.
* **Delivery type:** One-time dataset delivery or ongoing updates (discuss with the team)
* **Filters available:** By country, industry (NACE), size, organization type, keyword filter, similarity filter, or any combination


# Help
Source: https://docs.istari.ai/goi/help-section



In the lower-left corner of GOI, just above your profile avatar, you'll find the **question-mark icon** that opens the help menu.

<Frame>
  <img alt="" />
</Frame>

The menu contains:

1. **Take Tour:** Launches an interactive walk-through that highlights the main parts of the platform, the search panel, results table, and key actions. If you're not on the home page when you start the tour, GOI will offer to take you there first.
2. **Report a Bug:** Opens our public feedback board so you can tell our dev team about an issue or unexpected behavior. We use the same board for all incoming reports.
3. **Changelog:** Opens the changelog where you can see recent feature releases and bug fixes from the team.
4. **Documentation:** Opens this documentation site so you can look up how a particular feature works.
5. **Privacy Policy:** Opens the istari.ai privacy policy in a new tab.
6. **Terms of Service:** Opens the istari.ai terms of service in a new tab.


# Keyword search
Source: https://docs.istari.ai/goi/keyword-search



Keyword Search is one of the [three ways to search](/goi/dashboard#three-ways-to-search) in GOI. Use this method when you want **exact term matching** over organization profiles, with full control over which words define a hit, no semantic interpretation, no reference organization.

## How it works

* Switch to **Advanced** mode and pick **Use keywords** from the search-type dropdown in the search panel.
* Type a keyword into the search bar and press **Enter**. The keyword becomes a pill.
* Repeat for as many keywords as you need: each press of **Enter** adds another pill. Remove a pill with its **×** button, or press **Backspace** in the empty input to remove the last one.
* Run the search. GOI performs a full-text (BM25) search over organization profiles and returns matches, ranked by how well the keywords match each profile.

Keyword Search is ideal when:

* You know the exact terminology your target organizations use.
* Semantic paraphrasing is a risk (e.g. niche technical terms, brand names, standards).
* You want to sanity-check a semantic search by comparing against a strict keyword-only variant.

## Combine with filters

Keyword Search can be combined with any of the usual filters to narrow the scope further:

* [**Location Filters**](/goi/location-filters): restrict to a country, state, district, or city.
* [**Organizational Filters**](/goi/organizational-filters): restrict by organization size, type, or NACE sector.
* [**Keyword refinement filters**](/goi/advanced-search-filters): layered *Must Include (Any / All)* and *Must Not Include* filters on top of the main keyword query, for even more precise control.

## See also

* [Semantic Search](/goi/semantic-search): natural-language search when you don't have exact keywords.
* [Similarity Search](/goi/similarity-search): find organizations similar to a reference website.


# Lists
Source: https://docs.istari.ai/goi/lists

Group relevant organizations into a list for further analysis.

A **List** is a saved collection of organizations you've curated from your search results, think of it as a shortlist or a working set you can come back to, export, or analyse with AI.

## Create a list

From any results table, tick the checkboxes next to the organizations you want to keep. Then use the toolbar to either:

* **Create a new list**: give the list a name and save it.
* **Add to existing list**: append the selected organizations to a list you already have.

<Frame>
  <img alt="" />
</Frame>

## Manage your lists

All of your lists are accessible from the **Lists** tab in the sidebar. Each card shows the list name, how many domains it contains, and when it was created. From here you can:

* **View List**: open the list detail page (see below).
* **View Search**: re-run the original search that seeded the list, so you can discover more organizations to add.
* **Delete**: remove a list permanently (this can't be undone).

Use the **Newest First / Oldest First** toggle to re-sort the grid.

<Frame>
  <img alt="" />
</Frame>

## List detail page

Opening a list shows every organization you've added, along with:

* A header with the **list name** and creation date, plus a back arrow to return to the Lists overview.
* A **search-source dropdown** above the table. If your list was built from multiple searches, this lets you switch between **All Searches** (every organization in the list) and any individual originating search. Each option shows the number of domains it contains. When you pick a specific search, a **View Search** button appears so you can re-run it and discover more candidates to add.
* The full-featured table: same column management, hide-duplicates, export and other tools as on the regular [Search Results](/goi/search-results) page.


# Location filters
Source: https://docs.istari.ai/goi/location-filters



After defining your search criteria, you can narrow the scope geographically using our **location filters**.

### **Available levels:**

* **Country** (e.g., Germany)
* **State/Region** (e.g., *Baden-Württemberg*)
* **District** (e.g., *Rhein-Neckar-Kreis*)
* **City** (e.g., Mannheim)

Check out the available [administrative units](tools/administrative-units.md) and our [global coverage by country](tools/country-coverage.md).

This enables targeted exploration in specific territories, perfect for regional strategy, compliance research, or cluster mapping and industrial network activity.

<Frame>
  <img alt="" />
</Frame>


# Logging in and out
Source: https://docs.istari.ai/goi/login-logout



<Frame>
  <img alt="" />
</Frame>

### Log in with your Google account

You can log in quickly and securely using your existing Google account. Click the **Sign in with Google** button on the login page and select your account, Google handles authentication for you.

### Create a new account with your email

To create a new account, click **Create an account**, enter your email address, and choose a secure password. After submitting the form you'll receive a confirmation email to verify your address. Once verified, you can log in and start using the platform.

### Reset password

If you forget your password, click **Forgot password?** on the login page. Enter your registered email address and we'll send you instructions to reset your password. Follow the link in the email to choose a new password and regain access to your account.

### Log out

Click your **profile icon** in the bottom-left corner and choose **Sign out** to end your session. To use the platform again, simply log in once more.


# New organizations
Source: https://docs.istari.ai/goi/new-companies

Browse newly registered organizations across the DACH region.

The **New organizations** page (also called *New organization registrations*) gives you a continuously updated view of organizations that have just appeared in public registers across the DACH region, **Germany**, **Austria**, and **Switzerland**. It's the fastest way to spot market entrants, new competitors, or fresh prospects right after they're formed.

To open it, click the **"X new companies recently added in the DACH region"** pill that sits above the search panel on the home page.

<Frame>
  <img alt="New organization registrations page" />
</Frame>

## Filters

Three controls at the top of the page shape the data you see:

* **Region scope (left):** Toggle between **All DACH region** and any specific office/region you have access to. The scope you pick drives both the chart and the table below.
* **Country multi-select (right):** Narrow the view to Germany, Austria, Switzerland, or any combination of them. Defaults to all three.
* **Registration dates (above the table):** A calendar range picker that limits the table to organizations whose *registration date* falls within the chosen window. By default, the table opens on the latest available date so you immediately see what's brand new. Click **Reset to latest** to jump back to today after exploring an earlier window.

## New organizations added over time

The line chart plots how many new organizations have been registered each day, with a separate line per country (Germany, Austria, Switzerland). Hover over any point to see the exact count for that day.

Use this chart to:

* Spot registration trends or anomalies.
* Compare activity across countries.
* Pick a day or period worth drilling into with the table below.

## Profiles of organizations recently added

Below the chart, a paginated table shows the actual newly registered organizations. The summary line above the table (for example, *"Showing profiles for 72 of 863 verified active entities added in the DACH region"*) indicates:

* **Total processed**: organizations detected in the register for the selected scope and date range.
* **Profiles built**: of those, how many have a verified active web domain so we can show a full profile.

**Why the numbers differ.** Not every registered organization gets a profile immediately. Some entities don't yet have a detectable domain. We periodically recheck and update these records as more domains become available.

Typical columns include **Name**, **Domain**, **Summary**, **Country**, **Organization Size**, **Organization Type**, **NACE code**, **Registration date**, **Register court**, and **Address**. Click a row to open the organization's [full profile](/goi/search-results#company-profile), just like in regular search results. You can rearrange columns, hide duplicates, and use the standard table tools from there.


# Organizational filters
Source: https://docs.istari.ai/goi/organizational-filters



These filters help you control **who** appears in your results, based on structural attributes of an organization. They live under the **Other Filters** button on the search bar, on the **Organization Specific** tab.

* **Organization Size:** Filter by number of employees, using EU SME definitions:
  * Micro (0–9 employees)
  * Small (10–49)
  * Medium-sized (50–249)
  * Large enterprise (250+)
* **Organization Type:** Narrow results to **Company**, **Startup**, **Public**, **Academic**, or **Other**.
* **NACE Code:** The EU's statistical classification of economic activities. Pick one or more sectors (NACE A – NACE U) to restrict results to specific industries. [Learn more about NACE](https://ec.europa.eu/eurostat/web/nace).

Selections within a single filter are combined with **OR** (e.g. pick Micro *and* Small to see both). Selections across filters are combined with **AND** (e.g. Micro + NACE C returns small manufacturers only). Use the **Clear** link next to any filter to reset it, or **Clear All** at the top to reset every Organization Specific filter at once.

<Frame>
  <img alt="" />
</Frame>


# Saved searches
Source: https://docs.istari.ai/goi/saved-searches

Save a search configuration and re-run it later.

A **Saved Search** captures everything about a query, the search type, your description or reference domain, all keyword filters, locations, and organization-specific filters, so you can re-run it later with one click. Use it for recurring market scans, ongoing prospecting, or anything you'd otherwise re-type by hand.

## Save a search

From any results page, click **Save Search** in the top-right corner. Give the search a descriptive name (e.g. *"German aluminium recyclers"*) and confirm. The search appears immediately in the **Saved Searches** tab in the sidebar.

<Frame>
  <img alt="" />
</Frame>

## Manage your saved searches

The **Saved Searches** page lists every search you've saved as a card. Each card shows:

* The **search name** you chose.
* A **result count** badge with the number of matches the search returned when you last ran it.
* A **Domain search** badge if the search was built around a reference website.
* The keywords and location filters applied, shown as a short summary.
* The date you saved the search.

<Frame>
  <img alt="Saved searches grid" />
</Frame>

From each card you can:

* **View Search**: re-run the search and land on a fresh results page.
* **Delete**: remove the saved search permanently. This cannot be undone.

Use the **Newest First / Oldest First** toggle at the top of the grid to reorder the cards.

## Starting a new search

Click **New Search** in the top-right of the Saved Searches page (or the same button in the sidebar) to return to the search panel and build another query from scratch.


# Search results
Source: https://docs.istari.ai/goi/search-results



Once your search completes, applying your semantic, similarity, or keyword query together with any filters, you'll land on the **Search Results** page showing up to **100 matching organizations**.

If you aren't satisfied with what you see, you can adjust your query directly from the compact search bar at the top of the page. You can also save the current search (**Save Search** button, top right) and reuse it later from the **Saved Searches** tab in the sidebar.

<Frame>
  <img alt="" />
</Frame>

## The results table

By default, the table shows the following columns:

* **Name**: the organization's name as it appears on its website.
* **Summary**: a short AI-generated description of what the organization does.
* **Country**: where the organization is registered.
* **Organization Size**: Employee classes which are treated as a proxy for organizational size.
* **Summary keywords**: the most relevant keywords for the organization. Click **Show all** to expand the full list.

A lot more information is available beyond the defaults. Click **Add columns** to open the column manager, where you can:

* Toggle additional columns on or off (address, NACE code, registration date, and more).
* Reorder columns by dragging them.
* Remember to click **Apply changes** to save your layout.

Use the **arrows** at the edges of the table to scroll through columns that don't fit on screen.

## Map view

Above the table you'll find a **Show Map View** button. Click it to switch from the table to an interactive map that plots each result at its registered location. Click **Show Table View** to switch back. The map respects your current search and filters, it only shows the organizations that are in your current results.

## Hiding duplicates

Some organizations are reachable through several domain aliases (e.g. `example.de` and `example.com` pointing to the same organization). Toggle **Hide duplicates** to collapse these into a single row so each organization only shows up once. The toggle sits next to the **Show Map View** button when you're in table view.

## Organization profile

Click **View profile** on any row to open a side panel with the full profile for that organization. The panel groups everything we know, name, summary, addresses, contact info, keywords, classification, coordinates, and more, into one scrollable view. From here you can visit the organization's website with the external-link button.

<Frame>
  <img alt="" />
</Frame>

## Next steps

From the results table you can also:

* **[Export](/goi/export-search-results)** the full list or a selection as CSV or Excel.
* **[Create a list](/goi/lists)** from selected organizations and return to them later.


# Scoring and relevance
Source: https://docs.istari.ai/goi/search-scoring

How GOI ranks your search results and decides what counts as a relevant match.

Every GOI search returns organizations in order of **relevance**: the best matches first. This page explains, how that ordering is decided across the [three search methods](/goi/dashboard#three-ways-to-search), and what the relevance score next to each result actually means.

## The relevance score

Most searches attach a **relevance score** to each result. It runs from **0 to 1** (often shown as a percentage), where a higher number means a closer match to what you asked for. The score value of each organization can be seen in the respective profiles of the organizations. We use it to sort the table, so the organization at the top is the one we're most confident about.

<Frame>
  <img alt="Relevance score shown on an organization profile" />
</Frame>

How that score is calculated depends on which search method you used.

## How each method scores

### Semantic search

When you [describe what you're looking for](/goi/semantic-search), we don't match your words literally. Instead, we turn both your description **and** every organization's profile into a numerical "meaning fingerprint" (an embedding), then measure how close each organization's fingerprint sits to yours.

* The closer the meaning, the higher the score.
* This is why a search for *"recycled aluminium producers"* can surface an organization that never uses those exact words but clearly does that work.
* Results are ranked from most to least semantically similar.

### Similarity search

[Similarity search](/goi/similarity-search) works the same way, but instead of starting from a description, we start from a **reference organization**. We build a rich profile of that organization from its public footprint, turn it into a meaning fingerprint, and find the organizations whose fingerprints sit closest to it.

If you add **prioritize** or **avoid** keywords to steer the search, we nudge that fingerprint toward the terms you want and away from the ones you don't *before* scoring, so the ranking reflects your emphasis, not just the raw reference organization.

### Keyword search

[Keyword search](/goi/keyword-search) is the one method that matches your terms **literally**. It scores each organization on how well your keywords match its profile text, using a well-established text-ranking approach (BM25). In plain terms, an organization ranks higher when:

* Your keywords appear **more often** in its profile, and
* Those keywords are **rarer** across the database overall (a distinctive term counts for more than a common one).

Because this is exact-term matching, there's no "meaning" interpretation, a profile either contains your words or it doesn't.

## When you combine methods

If you mix a description with keywords (a **hybrid** search), we run both the meaning-based search and the keyword search, then blend the two rankings so an organization that does well on both rises to the top. A **balance** control lets you lean more toward meaning or more toward exact keywords depending on what matters for your query.

## How we decide what's "relevant enough"

Ranking puts the best matches first, but we also draw a line so the results stay useful.

* For meaning-based searches (semantic and similarity), GOI applies a **relevance floor**. Organizations scoring below roughly **0.35** are left out, so you don't have to scroll past weak, loosely-related matches. Raising this floor gives you fewer but tighter results; lowering it casts a wider net.
* Keyword searches return every profile that genuinely contains your terms, ranked by match quality.
* Any [filters](/goi/advanced-search-filters) you apply: location, organization size, sector, must-include / must-exclude keywords, are applied **alongside** scoring. Filters decide *whether* an organization qualifies at all; the relevance score then decides the *order* of those that do.

As a rough guide for meaning-based scores:

| Score     | What it usually means                            |
| --------- | ------------------------------------------------ |
| 0.35+     | Relevant: the default floor for general searches |
| 0.55–0.65 | Closely related: good for cutting noise          |
| 0.8+      | Near-identical matches only                      |

## Why two organizations can swap places

Scores are about *closeness*, not absolute truth, so small differences near the top are normal. The further down the list you go, the looser the connection to your query. If the top results look off, it's usually faster to **refine the query or adjust your filters** than to scroll, a sharper description or an extra must-include keyword reshapes the ranking immediately.

## See also

* [Semantic search](/goi/semantic-search): meaning-based search from a description.
* [Similarity search](/goi/similarity-search): meaning-based search from a reference organization.
* [Keyword search](/goi/keyword-search): exact-term matching with BM25 ranking.
* [Search results](/goi/search-results): reading and working with the results table.


# Semantic search
Source: https://docs.istari.ai/goi/semantic-search



Semantic search is one of the [three ways to search](/goi/dashboard#three-ways-to-search) in GOI. It is ideal when you have a **general description** or **market search idea** in mind rather than a specific reference organization or exact keywords.

## How it works

* Type a natural-language query (in English or German) into the search panel.
* In **Easy** mode, just describe what you are looking for in plain language: including location, size, and industry hints if you want to. ISTARI's AI agent interprets your description and fills in the search form for you.
* In **Advanced** mode, choose **Describe organizations** from the search-type dropdown and enter only the description here. Location, keyword, and organization filters go in the filter buttons below the search bar.
* Our AI-enhanced backend transforms the query using semantic models and returns the organizations that most closely align with your criteria.

## Example queries

* *"Search for organizations that manufacture and supply automotive interior components."*
* *"Let's find manufacturers of flat-rolled aluminium focused on recycling and circular economy."*

Semantic search is flexible and powerful, especially for **exploratory research** where the right keywords aren't obvious yet.

<Frame>
  <img alt="" />
</Frame>

## See also

* [Similarity Search](/goi/similarity-search): when you know a reference organization and want to find similar ones.
* [Keyword Search](/goi/keyword-search): when you want exact term matching with no semantic interpretation.


# Similarity search
Source: https://docs.istari.ai/goi/similarity-search



Similarity Search is one of the [three ways to search](/goi/dashboard#three-ways-to-search) in GOI. Use this method when you already know a **reference organization** and want to find similar organizations.

## How it works

* Switch the search type to **Use a similar website** (in Advanced mode).
* Enter an organization's website, e.g. `bosch.de` or `vibracoustic.com`.
* ISTARI automatically analyses the organization's public digital footprint and generates a feature-rich organization summary.
* That summary is then used to scan our master database and return similar organizations.

This method is ideal for **competitive benchmarking**, **supplier identification**, or **peer group analysis**.

<Frame>
  <img alt="" />
</Frame>

## Refining a similarity search

Once you've added a reference domain, you can steer the result set with up to **three "prioritize"** and **three "avoid"** keywords:

* **Add keywords to prioritize**: favour organizations whose profiles mention these terms. Useful when the reference organization has multiple business lines and you care about only one of them.
* **Add keywords to avoid**: downweight organizations that mention these terms. Useful to exclude adjacent industries or irrelevant segments.

Click the **+** icon next to the domain chip to open the keyword menu, type a keyword and press **Enter** to add it as a pill. Green pills prioritize; red pills avoid. Remove any pill with its **×** button.

You can combine similarity search with **Location Filters** and **Other Filters** (keywords, organization size, type, and NACE) for very targeted peer group discovery.

## See also

* [Semantic Search](/goi/semantic-search): when you have a market description but no specific reference organization.
* [Keyword Search](/goi/keyword-search): when you want exact term matching with no semantic interpretation.


# Overview
Source: https://docs.istari.ai/index

Real-time organization intelligence on 20M active and verified organizations via the GOI dashboard, API, or GOI MCP.

<div>
  <div>
    <p>ISTARI.AI</p>

    <h1>
      Organization intelligence,<br /> built on the live web.
    </h1>

    <p>
      Search, filter, and analyze <strong>20 million active and verified organizations</strong> across
      232 countries through the GOI dashboard, an API, or any MCP-compatible AI agent.
    </p>

    <div>
      <a href="/docs/quickstart">Get started</a>
      <a href="https://index.istari.ai/api-keys">Get an API key</a>
    </div>
  </div>
</div>

<div>
  <h2>Quickstart</h2>

  <Card title="Make your first call in minutes" icon="rocket" href="/docs/quickstart">
    Sign in at [index.istari.ai](https://index.istari.ai), generate an API key, and run your first GOI search.
  </Card>

  <h2>Try the API</h2>

  A single `POST /v2/search` call discovers organizations by keyword, natural-language description, similarity to a known domain, or structured filters.

  <CodeGroup>
    ```bash cURL theme={null}
    curl -X POST https://api.istari.ai/v2/search \
      -H "x-api-key: $ISTARI_API_KEY" \
      -H "Content-Type: application/json" \
      -d '{
        "describe": "B2B organizations that manufacture industrial heat pumps",
        "filters": { "country": ["Germany"] },
        "columns": ["domain", "name", "country"],
        "size": 50
      }'
    ```

    ```python Python theme={null}
    import os, requests

    resp = requests.post(
        "https://api.istari.ai/v2/search",
        headers={"x-api-key": os.environ["ISTARI_API_KEY"]},
        json={
            "describe": "B2B organizations that manufacture industrial heat pumps",
            "filters": {"country": ["Germany"]},
            "columns": ["domain", "name", "country"],
            "size": 50,
        },
    )

    for row in resp.json()["data"]:
        print(row["domain"], "-", row["name"])
    ```
  </CodeGroup>

  <h2>Explore the docs</h2>

  <CardGroup>
    <Card title="GOI Home page" icon="layout-dashboard" href="/goi/goi_start_page">
      Search, filter, save, and export organizations in the no-code Global Organization Index.
    </Card>

    <Card title="API" icon="terminal" href="/api/api_start_page">
      Programmatic search, bulk lookup, and aggregations over GOI via the API.
    </Card>

    <Card title="GOI MCP" icon="plug" href="/mcp/overview">
      Expose GOI search and analytics to Claude, ChatGPT, Cursor, and other MCP clients. Request access and connect with the credentials we email you.
    </Card>

    <Card title="Cookbooks" icon="book-open" href="/cookbooks/overview">
      Ready-made GOI workflows with fixed query templates for suppliers, lookalikes, market sizing, and more.
    </Card>

    <Card title="Research Data" icon="flask-conical" href="/research-data/research_data_start_page">
      Peer-reviewed indicators on AI adoption, sustainability, innovation, and more.
    </Card>

    <Card title="Country Coverage" icon="globe" href="/tools/country-coverage">
      See how many verified organizations GOI holds per country and type.
    </Card>
  </CardGroup>
</div>


# Agent skill
Source: https://docs.istari.ai/mcp/agent-skill

A drop-in skill that teaches Claude (or any agent) to query GOI the disciplined way — so it returns clean results without you spelling out parameters.

The GOI MCP connector exposes powerful tools, but raw natural-language prompts (`search "macbook dubai"`) produce noisy results. This **skill** encodes the [cookbook recipes](/cookbooks/overview) as standing instructions, so the agent applies the right parameters automatically.

## How to use it

* **Claude Code / Claude Desktop:** save the block below as `SKILL.md` in your skills directory (or paste it into your project's `CLAUDE.md`).
* **Any agent / system prompt:** paste it into the system prompt alongside the GOI connector.

Once installed, asking *"find me corrugated cardboard makers in Germany"* makes the agent issue a disciplined `search_organizations` call instead of a bare query.

## SKILL.md

```md theme={null}
---
name: goi-query
description: Query the ISTARI GOI connector for company intelligence. Use whenever the user wants to find, list, count, or compare real companies/organizations — suppliers, competitors, niche/deep-tech makers, market sizes, lookalikes.
---

# Querying GOI well

GOI covers ~20M web-verified organizations. Quality comes from parameters, not the search string. Pick the pattern that matches intent:

## 1. Find suppliers of a product  → search_organizations
- query: "{product} supplier manufacturer distributor wholesale vendor"
- nace_code: ["NACE C: Manufacturing", "NACE G: Wholesale and retail trade"]  ← does the real filtering
- keywords_must_any: ["supplier","distributor","wholesale","manufacturer","reseller","vendor","trading"]
- keywords_must_not: ["repair","rental","service center","maintenance","recruitment"]
- country: [<country>]   ·   dedup: true   ·   size: 12

## 2. Find companies that do one niche/deep-tech thing  → search_organizations
- query: rich description of the technology/product
- keywords_must_all: ["<anchor term>"]  ← the defining word; this removes drift
- use keywords_must_any for spelling variants (["electrolyzer","electrolyser"])
- keywords_must_not: ["consulting","recruitment","marketing agency"]
- nace_code: ["NACE C: Manufacturing"] only if you want makers
- Anchor on the technology, NOT organization_type=Startup (startup typing is sparse).

## 3. "Companies like X" / competitors / targets  → find_similar_organizations
- domains: [<1-3 reference domains>]   ·   exclude_domains: [<same references + known sister domains>]
- min_score: 0.6 (raise toward 0.65 if loose)   ·   optional country/nace filters

## 4. "How many" / distribution / market size  → aggregate_organizations
- structured filters only (country, nace_code, organization_size, region…) + group_by
- It IGNORES keywords_*. Report the result as a sector+geography denominator, never a product-specific count.

# Hard rules (these cause silent failures)
- Locations: resolve_location needs NATIVE names ("Bayern", not "Bavaria"). Resolve first, then use the returned filter.
- keywords_must_not cannot run alone — always pair with keywords_must_any/all.
- In keyword/hybrid mode the `Total` field is unreliable (often 0). Count returned rows.
- Do NOT set min_score in hybrid (keywords) mode — it collapses results.
- country is activity-based (where a firm operates), not legal HQ. Caveat the user if HQ is load-bearing.
- Always dedup: true. Hydrate full profiles with get_organization_details(domains=[...]).
```

## Tested

Following these instructions, the validated cookbooks held across quantum computing, solid-state batteries, corrugated cardboard, surgical gloves, process-mining lookalikes, and multi-country market sizing — see [Cookbooks](/cookbooks/overview) for the evidence.


# Connect
Source: https://docs.istari.ai/mcp/connect

Connect GOI MCP to Claude, ChatGPT, Cursor, and other MCP clients.

GOI MCP uses your ISTARI account at [index.istari.ai](https://index.istari.ai). The same account works for the GOI dashboard, the GOI API, and GOI MCP.

<Note>
  GOI MCP is not yet listed in connector directories for Claude or ChatGPT. Request access, then add it manually as a **custom connector** using the credentials we email you. Once store approval is complete, we will update this page with one-click install instructions.
</Note>

## Request access

1. Sign up or sign in at [index.istari.ai](https://index.istari.ai).
2. Submit the [GOI MCP access request](https://index.istari.ai/goi-mcp-access).
3. After we enable your account, you receive an email titled **Your GOI MCP credentials** with everything you need to connect:

| Field         | Example                         | Notes                                                        |
| ------------- | ------------------------------- | ------------------------------------------------------------ |
| **Name**      | `istari-goi`                    | Use this as the server or connector name in your MCP client. |
| **MCP URL**   | `https://mcp.goi.istari.ai/mcp` | The remote MCP endpoint.                                     |
| **Client ID** | *(in your email)*               | OAuth client ID for your account.                            |
| **Secret**    | *(in your email)*               | OAuth client secret. Treat it like a password.               |

Keep your **Client ID** and **Secret** private. Do not commit them to git or share them in chat logs. Use environment variables or your client's secure credential storage where supported.

## Add as a custom connector

Use the **Name**, **MCP URL**, **Client ID**, and **Secret** from your email in the steps below. When a client asks you to sign in, use the same `index.istari.ai` account you used to request access.

### Claude

#### Claude on the web (claude.ai)

1. Go to **Settings → Connectors** on [claude.ai](https://claude.ai). Team and Enterprise admins can add org-wide connectors under **Admin settings → Connectors**.
2. Click **Add custom connector**.
3. Enter the **MCP URL** from your email: `https://mcp.goi.istari.ai/mcp`.
4. Under **Advanced settings**, enter your **Client ID** and **Secret** from the email.
5. Click **Add**, then sign in with your `index.istari.ai` account when prompted.

#### Claude Code

From a terminal:

```bash theme={null}
claude mcp add --transport http \
  --client-id YOUR_CLIENT_ID \
  --client-secret \
  istari-goi https://mcp.goi.istari.ai/mcp
```

Replace `YOUR_CLIENT_ID` with the **Client ID** from your email. The `--client-secret` flag prompts for your **Secret** with masked input.

Alternatively, add via JSON:

```bash theme={null}
claude mcp add-json istari-goi \
  '{"type":"http","url":"https://mcp.goi.istari.ai/mcp","oauth":{"clientId":"YOUR_CLIENT_ID","callbackPort":8080}}' \
  --client-secret
```

Run `/mcp` inside Claude Code to confirm the server is connected and complete OAuth if prompted.

### ChatGPT

ChatGPT connects to remote MCP servers over HTTPS with OAuth. Custom connectors require **Developer mode**, available on ChatGPT Pro, Team, Enterprise, and Edu plans.

1. Click your avatar → **Settings → Connectors**.
2. Under **Advanced**, turn on **Developer mode** and accept the warning.
3. Click **Add custom connector**.
4. Enter a name (use **istari-goi** or **ISTARI GOI** from your email), an optional description, and the **MCP URL**: `https://mcp.goi.istari.ai/mcp`.
5. Set **Authentication** to **OAuth**.
6. If the form exposes OAuth client fields, enter your **Client ID** and **Secret** from the email.
7. Check **I trust this application**, then click **Create**.
8. Sign in with your `index.istari.ai` account when ChatGPT redirects you through OAuth.

In a chat, enable the connector from the **Tools** menu before asking the agent to search organizations.

### Cursor

#### Cursor (IDE)

For local Agent and Chat sessions:

1. Open **Cursor Settings** (Cmd + Shift + J on Mac, Ctrl + Shift + J on Windows/Linux) → **Tools & MCP**.
2. Click **Add new MCP server**, or add an entry to `~/.cursor/mcp.json` (global) or `.cursor/mcp.json` (project):

```json theme={null}
{
  "mcpServers": {
    "istari-goi": {
      "url": "https://mcp.goi.istari.ai/mcp",
      "auth": {
        "CLIENT_ID": "YOUR_CLIENT_ID",
        "CLIENT_SECRET": "YOUR_CLIENT_SECRET"
      }
    }
  }
}
```

Replace `YOUR_CLIENT_ID` and `YOUR_CLIENT_SECRET` with the values from your email. Prefer environment variables instead of hardcoding secrets:

```json theme={null}
{
  "mcpServers": {
    "istari-goi": {
      "url": "https://mcp.goi.istari.ai/mcp",
      "auth": {
        "CLIENT_ID": "${env:GOI_MCP_CLIENT_ID}",
        "CLIENT_SECRET": "${env:GOI_MCP_CLIENT_SECRET}"
      }
    }
  }
}
```

3. Restart Cursor if prompted, then complete OAuth when asked to sign in.

#### Cursor Cloud Agents

Cloud Agents do **not** read your local `~/.cursor/mcp.json`. Configure GOI MCP in the Cloud Agents dashboard instead.

1. Open [cursor.com/agents](https://cursor.com/agents).
2. Open the **MCP** dropdown and add a custom **HTTP** server.
3. Enter the **MCP URL**: `https://mcp.goi.istari.ai/mcp`.
4. Enter your **Client ID** and **Secret** from the email if the form provides OAuth fields.
5. Enable the server for your session and complete OAuth when prompted.

On Team plans, admins can configure shared MCP servers under **Settings → Integrations & MCP** in the [Cursor dashboard](https://cursor.com/dashboard). OAuth is per user, including for team-shared servers.

Cloud Agents support HTTP (recommended) and stdio transport. SSE and `mcp-remote` are not supported.

### Other MCP clients

Any client that supports remote MCP over HTTP with OAuth can connect using the **MCP URL**, **Client ID**, and **Secret** from your email. After connecting, verify access by asking the agent to run a simple `search_organizations` query or check the GOI MCP health endpoint described in the [overview](/mcp/overview).

## Verify the connection

Ask the agent to search for organizations or call `search_organizations` with a simple query. A successful connection returns GOI results scoped to your account plan.

## Plan access

New accounts start on the **Standard** plan. See [Standard plan quotas](/mcp/overview#standard-plan-quotas) on the overview page for monthly limits.

For higher quotas, see [GOI access plans](https://www.istari.ai/en/technology) on the ISTARI technology page.

## Troubleshooting

* **`Monthly request quota exceeded`**: quotas reset on the first of the month (UTC). To raise limits, see [GOI access plans](https://www.istari.ai/en/technology).
* **Authentication errors**: confirm you are signed in at [index.istari.ai](https://index.istari.ai/) with the same account used to request access, and that your **Client ID** and **Secret** match the values in your credentials email.
* **No credentials email**: confirm you submitted the [access request](https://index.istari.ai/goi-mcp-access) with the same email you use at `index.istari.ai`. Contact [support@istari.ai](mailto:support@istari.ai) if it has been more than a few business days.
* **ChatGPT cannot connect**: confirm Developer mode is on, the URL ends with `/mcp`, and OAuth is selected as the authentication method.
* **Cloud Agent cannot see GOI MCP**: confirm the server is added and enabled in [cursor.com/agents](https://cursor.com/agents), not only in local IDE settings.
* **Still stuck?** Contact [support@istari.ai](mailto:support@istari.ai).

## See also

* [Overview](/mcp/overview): what GOI MCP provides and quota tables.
* [Tools](/mcp/tools): tool reference and when to use each one.
* [Privacy](/mcp/privacy): logging and data retention.


# Overview
Source: https://docs.istari.ai/mcp/overview

GOI over the Model Context Protocol, search, similarity, and analytics across ~20M verified organizations, exposed to AI agents.

Search, similarity, and analytics across **approximately 20 million active, verified organizations across 232 countries and territories**: exposed to AI agents via the [Model Context Protocol](https://modelcontextprotocol.io).

The Global Organization Index (GOI) is ISTARI's curated, organization-level dataset, built through a multi-step validation pipeline that prioritizes quality over volume. See the [GOI product documentation](/goi/goi_start_page) for dataset methodology, schema, and coverage statistics.

## What GOI MCP gives you

A single MCP endpoint that lets an AI agent run the same queries a GOI user would run, with all results scoped to that user's account and plan:

* **Search** organizations by natural-language description, exact keywords, or a hybrid of both.
* **Find lookalikes** to one or more reference organizations via embedding similarity, optionally steered with boost / penalize terms.
* **Filter and list** by country, state, region, district, municipality, NACE sector, organization type, size, and commercial-register attributes.
* **Aggregate** counts and distributions across any combination of those dimensions (one- or two-dimensional breakdowns, with optional time bucketing).
* **Look up** full organization profiles by exact domain.
* **Resolve** free-text place names to canonical filter values.

<Note>
  GOI MCP is not yet listed in connector directories for Claude or ChatGPT. Add it as a custom connector — see [Connect](/mcp/connect). Once store approval is complete, we will update the docs with one-click install instructions.
</Note>

## Get access

1. Sign up or sign in at [index.istari.ai](https://index.istari.ai). The same account works for the GOI dashboard, the API, and GOI MCP.
2. Submit the [GOI MCP access request](https://index.istari.ai/goi-mcp-access). We email you **Client ID**, **Secret**, and connection details when your account is enabled.
3. Follow [Connect](/mcp/connect) to add GOI MCP as a custom connector in Claude, ChatGPT, Cursor, or another MCP client.

## Plan access

New accounts start on the **Standard** plan, most functionality with monthly limits (see [Connect](/mcp/connect#standard-plan-quotas)). For higher quotas, see [GOI access plans](https://www.istari.ai/en/technology) on the ISTARI technology page.

## Standard plan quotas

All new accounts start on the **Standard** plan. Quotas reset on the first of each month (UTC).

| Capability | Tool group                                                                                                 |                Monthly limit |
| ---------- | ---------------------------------------------------------------------------------------------------------- | ---------------------------: |
| Search     | `search_organizations`, `find_similar_organizations`, `find_similar_with_steering`, `filter_organizations` | 100 requests / 1,000 results |
| Fetch      | `get_organization_details`                                                                                 | 100 requests / 1,000 results |
| Aggregate  | `aggregate_organizations`                                                                                  |                 100 requests |
| Metadata   | `describe_filters`, `resolve_location`                                                                     |                    unlimited |

When a call would exceed the limit, the tool returns an error string beginning with `Error:`. A short consumption indicator appears in the response footer once you cross 80% of any limit.

For full quota tables across dashboard, MCP, and API, see [Pricing and limits](/docs/pricing). For higher quotas on a commercial plan, see [GOI access plans](https://www.istari.ai/en/technology) or contact [support@istari.ai](mailto:support@istari.ai).

A server-level burst cap (60 requests / minute per IP) also applies, independent of the monthly plan quota to maintain fair usage.

## Troubleshooting

* **`Monthly request quota exceeded`**: quotas reset on the first of the month (UTC). To raise your limits, see [GOI access plans](https://www.istari.ai/en/technology).
* **`/health`** returns `200 OK` with `{"healthy": true, "service": "goi-mcp"}` whenever the service is reachable.

For everything else: [support@istari.ai](mailto:support@istari.ai).

## Learn more

* [Tools](/mcp/tools): what each tool does and when to use it.
* [Privacy](/mcp/privacy): what we log, where it lives, how long we keep it.
* [GOI product docs](/goi/goi_start_page): dataset, schema, GOI dashboard features.
* [GOI API docs](/api/api_start_page): the underlying API GOI MCP wraps.


# Privacy
Source: https://docs.istari.ai/mcp/privacy

Data handling for GOI MCP, what we log, where it lives, retention, embedding cache, and GDPR rights.

This page covers data handling specific to GOI MCP. For istari.ai's full privacy policy and legal notices, see the [imprint](https://www.istari.ai/en/imprint#privacypolicy).

## Data controller

**istari.ai GmbH**\
Julius-Hatry-Straße 1\
68163 Mannheim, Germany

Data Protection Officer: Dr. Sebastian Schmidt. Contact: [support@istari.ai](mailto:support@istari.ai).

## Where data lives

Application data is processed and stored in **Google Cloud `europe-west3` (Frankfurt)**. The Postgres database, application servers, and audit logs are all in-region.

## What we log

Every MCP tool call produces one row in our `request_log` table. Each row stores:

* Your istari.ai user ID and tier.
* The tool name (e.g. `search_organizations`).
* The structured arguments you passed: for example, your search query text, the domain list you asked us to fetch, the filter values you applied. We log these so we can enforce monthly quotas, debug failures, and improve relevance.
* The result count returned and the wall-clock duration.
* HTTP status and error code (if any).

We **do not log**: your full conversation with the AI client, the text the AI client generated around the tool call, your IP address, or your user-agent string.

## How long we keep it

* **Server / HTTP access logs**: retained for at most **7 days**, per the istari.ai [privacy policy](https://www.istari.ai/en/imprint#privacypolicy).
* **Application request log** (the `request_log` table described above): retained for **24 months**, then deleted.
* **Embedding cache**: embeddings of submitted reference domains are retained indefinitely. They are derived numerical features, not personal data.

## Cross-tenant isolation

* Your queries and results are never visible to other users.
* Your queries are **not** used to train AI models.
* Your queries are **not** sold or shared with third parties beyond the sub-processors listed in the [istari.ai privacy policy](https://www.istari.ai/en/imprint#privacypolicy) (Google Cloud for hosting, Clerk for authentication, Azure OpenAI for embedding generation).

## Scraping and the embedding cache

When you pass a reference domain to `find_similar_organizations` or `find_similar_with_steering`, GOI MCP tries to look up that domain in our database first. If the domain is **not** already indexed, the server fetches the public website and generates an embedding from it on demand.

* The fetched URLs are **public web pages**: the same content anyone with a browser can see.
* We cache the resulting **embedding** (a numerical vector), not the raw page content. The cache is **shared across the user base** so that the same domain isn't re-fetched repeatedly. This is purely a performance optimization.
* Subsequent requests for the same domain: from you or from any other user, re-use the cached embedding and trigger no further HTTP fetch.

The crawler respects standard `robots.txt` directives.

## Authentication and tokens

Authentication uses **OAuth 2.1 with Dynamic Client Registration**, backed by [Clerk](https://clerk.com/). Access tokens are issued to your AI client (not stored on istari.ai side beyond verification caches), are short-lived, and are refreshed automatically by the client.

We verify JWTs against Clerk's JWKS and fetch your profile metadata (tier, scope) via Clerk's userinfo endpoint with a five-minute in-memory cache. We do not see your password.

## GDPR rights

If you are an EU resident, you have the right to access, rectify, erase, restrict, and port your personal data, and to object to processing. To exercise any of these rights, email [support@istari.ai](mailto:support@istari.ai). Standard response window is 30 days.

## Updates to this page

Material changes to data handling will be reflected here and in the changelog of new GOI MCP revisions. For binding policy language, the [istari.ai privacy policy](https://www.istari.ai/en/imprint#privacypolicy) is authoritative.


# Research workflows
Source: https://docs.istari.ai/mcp/research-workflows

Multi-step recipes that chain GOI tools together — size a market, map it, and drill into individual companies in one flow.

A single tool call answers a single question. Real research chains them: resolve a place, size the sector, pull the players, then drill into one. These workflows are validated end-to-end against the live index.

## Workflow 1 — Size & map a niche market in a region

**Goal:** "How big is the battery-manufacturing scene in Bavaria, and who are the players?"

```python theme={null}
# 1. Resolve the place to a canonical filter (NATIVE name — see note)
resolve_location(query="Bayern")
#   → state "Bayern" · filter {"state": ["Bayern"]} · 324,463 orgs

# 2. Size the sector in that region (exact, deterministic)
aggregate_organizations(
    country=["Germany"], state=["Bayern"],
    nace_code=["NACE C: Manufacturing"], group_by="organization_size",
)
#   → Small 14,462 · Micro 12,457 · Medium 2,932 · Large 1,692  (~31.5k manufacturers)

# 3. Pull the actual players (niche-finder pattern, scoped to the region)
search_organizations(
    query="manufacturer of battery cells, modules and packs for EVs and energy storage",
    keywords_must_all=["battery"], state=["Bayern"],
    nace_code=["NACE C: Manufacturing"], size=10,
)
#   → Smart Battery Solutions, LION Smart, A² Battery Solutions, CATL (Bavaria), BMZ Group

# 4. Drill into one for a full profile
get_organization_details(domains=["lionsmart.com"])
#   → LION Smart GmbH · Garching b. München · NACE C · battery/BMS/e-mobility keywords
```

<Warning>
  **Use native place names with `resolve_location`.** `resolve_location("Bavaria")` returns junk (it fuzzy-matched *Bagnaria, Italy*). `resolve_location("Bayern")` returns the real state. Resolve first, then pass the returned filter object verbatim.
</Warning>

## Workflow 2 — Competitive landscape from a seed company

**Goal:** "Map the competitors of a company I know, then profile the top ones."

```python theme={null}
# 1. Find lookalikes by embedding similarity
find_similar_organizations(
    domains=["celonis.com"], exclude_domains=["celonis.com", "celonis.de"],
    min_score=0.6, size=15,
)
#   → Mimica, mindzie, iGrafx, ARIS, Wang Fan Xin … (the process-mining cluster)

# 2. (optional) Size the cluster by geography or scope it
#    aggregate_organizations(nace_code=[...], group_by="country")

# 3. Hydrate the shortlist for outreach / analysis
get_organization_details(domains=["mimica.ai", "mindzie.com", "igrafx.com"])
```

## Why chain instead of one big query

* **Different tools answer different questions.** `aggregate` gives exact counts but ignores keywords; `search` ranks but its `Total` is unreliable. Use each for what it's good at.
* **Resolve → filter → search → hydrate** keeps every step deterministic and reproducible.
* For the per-step parameter discipline, see the [Cookbooks](/cookbooks/overview); to make an agent do this automatically, install the [Agent skill](/mcp/agent-skill).


# Tools
Source: https://docs.istari.ai/mcp/tools

The eight read-only MCP tools exposed by GOI MCP, search, similarity, filter, fetch, aggregate, and metadata helpers.

The MCP server exposes eight tools. All eight are read-only. When a client connects, it discovers them automatically via MCP's `tools/list`, there is no separate REST surface to learn.

The same server also exposes this documentation as MCP **resources**. A client can list them via `resources/list` and fetch the raw Markdown via `resources/read`, with URIs like `https://mcp.goi.istari.ai/docs/tools.md`. Pick whichever discovery path your client supports.

A successful tool call returns a Markdown-formatted response. On errors, the response is a string beginning with `Error:` followed by a human-readable explanation. Every successful response (above an 80% quota threshold) gets a footer disclosing your active scope and remaining monthly budget.

## search\_organizations

Search the GOI corpus with auto-detected mode:

* `query` alone → **semantic** (embedding) search.
* `keywords_*` alone → **BM25** full-text search.
* `query` + `keywords_*` → **hybrid** with Reciprocal Rank Fusion.

Add filters (country, state, NACE sector, organization size / type, register attributes, summary keyword tags) to narrow the scope. Results are deduplicated by name and paginated with an opaque `search_after` cursor.

Use this for "find me organizations that …" and exploratory market research questions.

## find\_similar\_organizations

Find organizations similar to up to three reference domains via embedding similarity. Optional `keywords_must_all` / `keywords_must_not` are applied as post-filters.

If a reference domain is not already in GOI, the public site is fetched and embedded on demand. The resulting embedding is cached across users, see [Privacy](/mcp/privacy#scraping-and-the-embedding-cache).

Use for "organizations like X", competitive benchmarking, supplier discovery, peer-group analysis.

## find\_similar\_with\_steering

Same as `find_similar_organizations` but with **embedding arithmetic** to steer the search:

* `boost`: up to five terms whose averaged embedding is *added* to the reference vector. Pulls the search toward a concept.
* `penalize`: up to five terms whose embedding is *subtracted*. Pushes the search away.
* `repel_domains`: up to five domains whose embeddings are subtracted. Pushes the search away from a specific organization.
* `weight`: `weak` (0.5), `normal` (1.0), or `strong` (2.0) to scale every adjustment.

Use this when a plain similarity search returns too much of the wrong thing, for example *"organizations like Stripe, but enterprise-focused"* maps to `domains=["stripe.com"], boost=["enterprise"]`.

## filter\_organizations

Enumerate organizations matching structured criteria, with no relevance scoring. Supports the same filter dimensions as `search_organizations`, plus optional keyword filters that trigger a BM25 query. Useful when you know exactly what you want and don't need ranking.

## get\_organization\_details

Fetch full organization profiles by exact domain. Up to 20 domains per call. Returns identity, location, classification (NACE, type, size), description, keywords, and registry filings for each.

Use this after a search to drill into specific organizations, or when you already have a list of domains to look up.

## aggregate\_organizations

Count organizations grouped by one or two dimensions, optionally with a date bucket. Supports the full set of filterable dimensions plus `continent`, `country_code`, `state_code`, `region_code`, `district_code`, `municipality_code`, `employee_class`, `revenue_class`, `source`, `summary_keywords`, `company_register_date`, and `created_at`.

Use for *"how many"*, *"share of"*, *"distribution of"*, and *"trend of"* questions. Returns a table the caller can chart directly.

## describe\_filters

Returns valid values for the enumerable filter columns (`organization_size`, `organization_type`, `nace_code`, `company_register_court`), plus a documentation block describing the date-filter parameters and how to resolve location names.

Call this once at the start of a session to ground filter-string choices, instead of guessing.

## resolve\_location

Fuzzy-match a free-text place name to the canonical GADM administrative entry. Returns ranked candidates with their admin level (country / state / region / district / municipality) and a suggested filter object to drop into the next call.

Place names follow GADM's native official spelling, *Bayern* not *Bavaria*, *München* not *Munich*, *Île-de-France* not *Ile de France*. The fuzzy match catches anglicizations and minor misspellings, but the value returned to filters is the canonical form.

## Filter dimensions

All filter-accepting tools (`search_organizations`, `find_similar_*`, `filter_organizations`, `aggregate_organizations`) share the same filter parameter set:

| Group          | Fields                                                             |
| -------------- | ------------------------------------------------------------------ |
| Geographic     | `country`, `state`, `region`, `district`, `municipality`           |
| Classification | `nace_code`, `organization_size`, `organization_type`              |
| Tags           | `summary_keywords`                                                 |
| Registry       | `company_register_court`, `register_date_from`, `register_date_to` |

Values within a single field combine with **OR**. Different fields combine with **AND**. See the [GOI dashboard docs](/goi/advanced-search-filters) for the same filters as they appear in the web UI.

### A note on commercial-register data

The registry fields (`company_register_court`, `register_date_*`) are populated **only for German, Austrian, and Swiss organizations** today, and only for entries appearing in the commercial register from January 2026 onwards. Organizations outside that scope have null register attributes and are excluded from any filter on those fields. The rest of the dataset (\~20M organizations across 232 countries) is unaffected.

This isn't an API restriction, it's the current state of the underlying source data. Coverage expands over time.

## Pagination

Search and filter tools return up to 500 results per call, default 20. The response includes an opaque `search_after` cursor; pass it verbatim on the next call to get the next page.

## Errors

Tool errors are returned as plain text in the format:

```
Error [<CODE>]: <human-readable message>
```

The bracketed code is stable across releases and lets a client (or LLM) route on a single identifier instead of parsing prose. The message body explains what specifically went wrong and what to do.

| Code                           | When it fires                                                                                                                                                   | Caller action                                                                                         |
| ------------------------------ | --------------------------------------------------------------------------------------------------------------------------------------------------------------- | ----------------------------------------------------------------------------------------------------- |
| `INVALID_INPUT`                | A required argument is missing, a value is malformed, or a cross-field rule is violated (e.g. `must_not` without any positive terms)                            | Adjust the inputs and retry                                                                           |
| `INVALID_AGGREGATION_COLUMN`   | `aggregate_organizations` was called with an unknown `group_by` / `group_by_secondary`, or with the secondary set without a primary, or with the two equal      | Pick a value from the message's `Allowed: [...]` list                                                 |
| `INVALID_FILTER_COLUMN`        | `describe_filters` was called with a column that is not an enumerable filter                                                                                    | Pass one of the `Allowed:` values, or omit `column` to see all                                        |
| `INVALID_DATE_TRUNC`           | `date_trunc` not in `year` / `month` / `week`                                                                                                                   | Pass a valid value                                                                                    |
| `OUT_OF_SCOPE`                 | A filter value is outside your account's allowed scope (region or commercial-register court)                                                                    | Use one of the `Allowed values:` in the message; this only fires for accounts with a configured scope |
| `RATE_LIMITED_REQUESTS`        | Monthly request budget for this bucket exceeded                                                                                                                 | Wait until the start of next month, or upgrade: see [Connect](/mcp/connect#standard-plan-quotas)      |
| `RATE_LIMITED_RESULTS`         | Monthly result budget for this bucket exceeded                                                                                                                  | Same                                                                                                  |
| `ROUTE_BLOCKED`                | This tool is gated and not available on your plan                                                                                                               | Upgrade plan: see [GOI access plans](https://www.istari.ai/en/technology)                             |
| `REFERENCE_DOMAIN_UNAVAILABLE` | `find_similar_*` got a reference domain that is not in GOI and whose website could not be fetched                                                               | Try a different reference domain, or remove the unreachable one                                       |
| `INTERNAL`                     | An unexpected server-side error. The message contains a short **reference ID** (8 hex characters): quote it when contacting support so we can correlate to logs | Retry once; if the same ID class repeats, contact `support@istari.ai` with the reference ID           |

`INTERNAL` errors are the only ones whose detail is intentionally opaque, full traceback goes to our server logs, not to you.


# Additive manufacturing
Source: https://docs.istari.ai/research-data/additive-manufacturing

Find companies that are engaged in additive manufacturing.

<AccordionGroup>
  <Accordion title="What do we measure?">
    The webAI Additive Manufacturing Agent (3D Printing) was trained by ISTARI.AI to derive companies’ know-how in the field of additive manufacturing from their websites and to map it as an individual Additive Manufacturing Score. By knowhow in this context, we mean products and services in additive manufacturing or personnel with skills in additive manufacturing. This numerical indicator reflects how central the topic of additive manufacturing is communicated by the company on its own website and presented as essential for its own business model.

    In addition, webAI also derives an Additive Manufacturing Information Intensity Score for each company. This reflects how intensively the company communicates about the topic of additive manufacturing without having its own products and services with integrated additive manufacturing or specially trained personnel.

    Companies that are active in the field of additive manufacturing, have business areas geared to it, or offer products and services with a direct link, usually communicate this fact. The more central this topic is for the company, the more significant it is for the company’s external communication. For example, a startup for “rapid prototyping” communicates almost exclusively on the topic of additive manufacturing, while a consulting company that offers “additive manufacturing consulting” among many other topics communicates only to a limited extent on additive manufacturing. WebAI distinguishes “information” communication in addition to this “knowhow” communication (it offers its own additive manufacturing products and services). An example of this would be a regional newspaper’s website reporting that a regional incubator for additive manufacturing startups has recently opened.
  </Accordion>

  <Accordion title="How do we measure?">
    Our webAI reads the website of the company under investigation and searches it for text sections (paragraphs) that deal with the topic of additive manufacturing. For this purpose, webAI first searches for keywords related to additive manufacturing, then analyzes the identified paragraphs and determines whether the company reports on its own additive manufacturing know-how or only communicates information about additive manufacturing. If webAI has assigned a corresponding paragraph to the category “Knowhow” or “Information”, webAI remembers this paragraph and continues searching. In this way, webAI searches the entire company website, or the particularly relevant “top-level” sub-webpages in the case of very extensive websites with hundreds of sub-webpages (for more information, see the publication: [Web mining for innovation ecosystem mapping: a framework and a large-scale pilot study](https://doi.org/10.1007/s11192-020-03726-9)).\
    WebAI thus finds a certain number of paragraphs per company website that deal with the topic of additive manufacturing. WebAI classifies these paragraphs into “knowhow” and “information” and then relates the number to the total amount of text content read on the website. Thus, webAI determine an Additive Manufacturing Knowhow Intensity and an Additive Manufacturing Information Intensity for the company.
  </Accordion>

  <Accordion title="How do you interpret the data?">
    The intensities determined in this way would be 0.0 for a company with no additive manufacturing-related texts. For the example of a consulting company described above, on the other hand, the value for Additive Manufacturing Knowhow could be 0.25 and the value for Additive Manufacturing Information 0.21. The startup that is particularly focused on additive manufacturing could have an Additive Manufacturing Knowhow Intensity of 3.8 and an Additive Manufacturing Information Intensity of 0.9. The regional newspaper, on the other hand, would have an Additive Manufacturing Knowhow Intensity of 0.0 and an Additive Manufacturing Information Intensity of 0.05.&#x20;

    In addition, we integrate an auxiliary column into our data as an interpretation and reading aid. It categorizes the intensities from “low” to “very high”. In the example above, the consulting company would be classified as “low” intensity and the startup as “very high” intensity.

    So, unlike simpler, binary classifications (“additive manufacturing YES/NO”), webAI outputs two continuous scores at the company level. This allows to distinguish between companies where additive manufacturing is only a marginal topic and those where it plays a central role. In addition, companies with products and services based on or related to additive manufacturing can be distinguished from those that merely provide information on the topic. Users of webAI data can thus easily determine for themselves how and to what extent a company should focus on additive manufacturing so that it is relevant to them.

    As an example for the DACH region (Germany, Austria, Switzerland) it can be said that 0.9% of the investigated companies have an Additive Manufacturing Knowhow Intensity of greater than 0.0 and thus communicate knowhow in the area of additive manufacturing in some form. The average Knowhow Intensity score for companies with knowhow is 0.44, with half of the companies having a score lower than 0.17. The maximum score achieved is 4.0, with only 15.8% achieving a score of 1.0 or higher.
  </Accordion>

  <Accordion title="How do we ensure the data quality?">
    Like all our webAI agents, the webAI Additive Manufacturing Agent was developed and validated together with independent subject matter experts. This ensures that we train the webAI agent with real expert knowledge and that it then generates expert-level results. For this agent, ISTARI.AI collaborated with the Technical University of Munich.&#x20;

    The validation of the Additive Manufacturing Intensity Scores was also carried out in the study [Technology Mapping Using WebAI: The Case of 3D Printing](https://doi.org/10.48550/arXiv.2201.01125), which was conducted by researchers from the University of Mannheim, University of Giessen, University of Salzburg and the Technical University of Munich.
  </Accordion>
</AccordionGroup>


# Artificial intelligence
Source: https://docs.istari.ai/research-data/artificial-intelligence

Find companies that are engaged in artificial intelligence.

<AccordionGroup>
  <Accordion title="What do we measure?">
    The webAI AI Agent was trained by ISTARI.AI to derive companies’ artificial intelligence (AI) know-how from their websites and to map it as an individual AI Intensity Score. By AI know-how, in this context, we mean products and services with integrated AI or personnel with AI skills. The resulting numerical indicator reflects how centrally the topic of artificial intelligence is communicated on the company’s website and presented as essential for its own business model.&#x20;

    Companies that are active in the field of artificial intelligence, have business areas geared to it, or offer products and services with a direct link, usually communicate this. The more central this topic is for the company, the more significant it is for the company’s external communications. For example, a machine translation startup communicates almost exclusively on the topic of artificial intelligence, while a consulting company that offers “AI consulting” among many other topics communicates only to a limited extent on artificial intelligence. An example of a company that only communicates about AI would be a regional newspaper’s website reporting that a regional incubator for AI startups has recently opened.
  </Accordion>

  <Accordion title="How do we measure?">
    Our webAI reads the website of the company under study and searches it for text sections (paragraphs) that deal with the topic of artificial intelligence. For this purpose, webAI first searches for keywords related to AI, then analyzes the identified paragraphs to determine whether the company reports on its own AI know-how or merely communicates information on the topic of AI. If webAI has assigned a corresponding paragraph to the category “Know-how” , webAI remembers this paragraph and continues searching. In this way, webAI searches the entire company website, or the particularly relevant “top-level” sub-webpages if it is a very extensive website with hundreds of sub-webpages (for more information, see the publication: [Web mining for innovation ecosystem mapping: a framework and a large-scale pilot study](https://doi.org/10.1007/s11192-020-03726-9)).&#x20;

    WebAI thus finds a certain number of paragraphs per corporate website that deal with the topic of artificial intelligence. WebAI identifies all “know-how” paragraphs and then relates their number to the total amount of text content read on the website. Thus, webAI determines an AI Intensity for the company.
  </Accordion>

  <Accordion title="How do you interpret the data?">
    The intensity determined in this way would be 0.0 for a company without AI-related texts. For the example of a consulting company described above, on the other hand, the intensity value could be 0.25. The startup that is particularly focused on AI could have an AI Intensity of 3.8. The regional newspaper, on the other hand, would have an AI Knowhow Intensity of 0.0.&#x20;

    In addition, we integrate an auxiliary column into our data as an interpretation and reading aid. It categorizes the intensities from “low” to “very high”. In the example above, the consulting company would be classified as “low” intensity and the startup as “very high” intensity.

    So, unlike simpler binary classifications (“AI YES/NO”), webAI outputs two continuous scores at the company level. This allows to distinguish between companies where AI is only a marginal topic and those where it plays a central role. Users of webAI data can thus easily determine for themselves how and to what extent a company should focus on AI so that it is relevant to them.

    As an example for the DACH region (Germany, Austria, Switzerland), we can say that 2.0% of the companies surveyed have an AI Intensity greater than 0.0 and thus communicate some form of know-how in the area of artificial intelligence. The average AI Intensity score for those companies is 0.32, with half of the companies having a score lower than 0.16. The maximum score achieved is 3.42, with only 7.28% achieving a score of 1.0 or higher.
  </Accordion>

  <Accordion title="How do we ensure the data quality?">
    Like all our webAI agents, the webAI AI Agent has been developed and validated together with independent subject matter experts. This ensures that we train the webAI agent with real expert knowledge and that it then generates expert-level results. For this agent, ISTARI.AI collaborated with the University of Mannheim.&#x20;

    The validation of the AI Intensity Scores was also done in a study on [When is AI Adoption Contagious? Epidemic Effects and Relational Embeddedness in the Inter-Firm Diffusion of Artificial Intelligence](https://www.research-collection.ethz.ch/handle/20.500.11850/589410), which was conducted by researchers from the University of Mannheim, University of Giessen, University of Hohenheim and ETH Zurich. The study is currently in peer review at an international journal and has already received the “Best Paper Award” at the “R\&D Management Conference 2022”.
  </Accordion>
</AccordionGroup>


# Blockchain
Source: https://docs.istari.ai/research-data/blockchain

Find companies that are engaged in blockchain.

<AccordionGroup>
  <Accordion title="What do we measure?">
    The webAI Blockchain Agent was trained by ISTARI.AI to derive companies’ Blockchain know-how from their websites and to map it as an individual Blockchain Intensity Score. Blockchain know-how in this context is products and services with integrated Blockchain or personnel with Blockchain skills. This numerical indicator reflects how central the topic of Blockchain is communicated by the company on its own website and presented as essential for its own business model.&#x20;

    Companies that are active in the area of Blockchain, have business fields geared to it or offer products and services with a direct connection usually communicate this fact. The more central this topic is for the company, the more significant it is for the company’s external communication. For example, a startup for integrating blockchain into the supply chain communicates almost exclusively on the topic of blockchain, while a consulting company that offers “blockchain consulting” among many other topics communicates only to a limited extent about this technology. WebAI distinguishes “information” communication in addition to this “know-how” communication (it offers its own products and services with integrated Blockchain). An example of this would be the website of a regional newspaper reporting that a regional incubator for Blockchain startups has recently opened.
  </Accordion>

  <Accordion title="How do we measure?">
    Our webAI reads the website of the company under investigation and searches it for text sections (paragraphs) that deal with the topic of blockchain. For this purpose, webAI first searches for keywords related to blockchain, then analyzes the paragraphs identified in this way and determines whether the company reports on its own blockchain know-how or merely communicates information on the topic of blockchain. If webAI has assigned a corresponding paragraph to the category “Know-how”, webAI remembers this paragraph and continues searching. In this way, webAI searches the entire company website, or the particularly relevant “top-level” sub-webpages, if very extensive websites with hundreds of sub-webpages are involved (for more information, see the publication: [Web mining for innovation ecosystem mapping: a framework and a large-scale pilot study](https://doi.org/10.1007/s11192-020-03726-9)).&#x20;

    WebAI thus finds a certain number of paragraphs per corporate website that deal with the topic of blockchain. WebAI classifies identifies “know-how” paragraphs and then relates their number to the total amount of text content read on the website. Thus, webAI determine a Blockchain Intensity for the company.
  </Accordion>

  <Accordion title="How do you interpret the data?">
    The intensity determined in this way would be 0.0 for a company with no Blockchain-related texts. For the example of a consulting company described above, on the other hand, the value for Blockchain Intensity could be 0.25. The startup that is particularly focused on Blockchain could have a Blockchain Intensity of 3.8. The regional newspaper, on the other hand, would have a Blockchain Intensity of 0.0.&#x20;

    In addition, we integrate an auxiliary column into our data as an interpretation and reading aid. It categorizes the intensities from “low” to “very high”. In the example above, the consulting company would be classified as “low” intensity and the startup as “very high” intensity.

    So, unlike simpler binary classifications (“Blockchain YES/NO”), webAI outputs two continuous scores at the company level. This allows us to distinguish between companies where Blockchain is only a marginal topic and those where it plays a central role. Users of webAI data can thus easily determine for themselves how and to what extent a company should focus on Blockchain so that it is relevant to them.

    As an example for the DACH region (Germany, Austria, Switzerland), it can be said that 0.5% of the companies surveyed have a Blockchain Intensity greater than 0.0 and thus communicate Blockchain know-how in some form. The average Intensity Score for those companies is 0.45, with half of the companies having a score greater than 0.18. The maximum score achieved is 4.2, with 14.0% achieving a score of 1.0 or higher.
  </Accordion>

  <Accordion title="How do we ensure the data quality?">
    Like all our webAI agents, the webAI Blockchain Agent has been developed and validated together with independent domain experts. This ensures that we train the webAI agent with real expert knowledge and that it then generates expert-level results. For this agent, ISTARI.AI collaborated with the Technical University of Munich.&#x20;

    The validation of the Blockchain Intensity Scores is also currently being carried out in a study with the working title “Blockchain Technology Diffusion and Use Cases in the European Industry”, which is being conducted by researchers from the University of Mannheim, University of Giessen and the Technical University of Munich.
  </Accordion>
</AccordionGroup>


# Company networks
Source: https://docs.istari.ai/research-data/company-networks

Explore company networks.

<AccordionGroup>
  <Accordion title="What do we measure?">
    The webAI Company Networks Agent captures hyperlinks between companies’ websites to map their interconnectedness. Companies link to the websites of other economic actors for various reasons. For example, companies often name reference customers on their websites and then usually also set up a hyperlink to their website. With webAI we quantify these linkages by identifying hyperlink connections between companies.
  </Accordion>

  <Accordion title="How do we measure?">
    Our webAI reads the website of the examined company and searches it for hyperlinks that target other websites (domains). Thus, webAI searches the entire corporate website, or the particularly relevant “top-level” sub-webpages, if very extensive websites with hundreds of sub-webpages are involved (for more information, see the publication: [Web mining for innovation ecosystem mapping: a framework and a large-scale pilot study](https://doi.org/10.1007/s11192-020-03726-9)).&#x20;

    WebAI thus finds a certain number of hyperlinks per company website that point to external websites. Then, webAI merges this information with content from all other corporate websites that were also searched. Thus, webAI identifies not only “outbound” hyperlinks, i.e., those pointing from Company A to Companies B, C, and D, but also “inbound” hyperlinks, i.e., hyperlinks from Companies B, E, and F pointing to Company A. From this information, webAI calculates the following variables that provide information about the interconnectedness of the company:

    1. Incoming links: The destination domains of all outbound hyperlinks from a company’s website.
    2. Incoming links count: The total number of target domains of all outgoing hyperlinks from a company’s website.
    3. Outgoing Links: The origin domains of all incoming hyperlinks pointing to a company’s website.
    4. Outgoing links count: The total number of origin domains of all inbound hyperlinks pointing to a company’s website.
    5. Links: Variable (1)and (3) combined.
    6. Links Count: The number of domains from (5).
  </Accordion>

  <Accordion title="How do you interpret the data?">
    The data collected with webAI Company Networks maps the hyperlink connections between the examined company websites. This relational data can be examined for more complex analysis using specialized software for network analysis. For example, centrality measures or cluster detection algorithms can be applied. However, the data provided also allows valuable insights into the networking of individual companies without further analysis.&#x20;

    For example, a glance at the “Links Count” column reveals how many other companies the company under consideration is connected to via a hyperlink. This variable combines both all outgoing links from the company under consideration and all incoming links from other companies. As an example for the DACH region (Germany, Austria, Switzerland), it can be said that companies have an average “Links Count” of 13.1 (median 6.0), with 9.4% of companies having no hyperlinks to other companies at all. The maximum achieved value for “Links Count” is 559,203, which is google.com. Depending on the nature of the question, it is recommended to remove such outliers from the data.&#x20;
  </Accordion>

  <Accordion title="How do we ensure the data quality?">
    Like all our webAI agents, the webAI Comapny Networks was developed and validated together with independent subject matter experts. This way, we ensure that the results of the webAI agents are validated in the context of external studies at a high scientific level. For the development of this agent ISTARI.AI collaborated with ZEW – Leibniz Centre for European Economic Research in Mannheim, the University of Salzburg and the Technical University of Berlin. In addition, the results of the agent have been used in scientific studies, including by researchers at the University of Groningen in the Netherlands and in a joint study with researchers at ETH Zurich. The latter study was awarded the Best Paper Award at the renowned “R\&D Management Conference 2022”.
  </Accordion>
</AccordionGroup>


# Contact information
Source: https://docs.istari.ai/research-data/contact-information

GDPR compliant phone numbers and e-mail addresses

ISTARI.AI uses GDPR-compliant approaches to collect, process and make available the publicly available contact information (i.e. self-published information) of companies. The following information is available:

| Column name           | Description                                           |
| --------------------- | ----------------------------------------------------- |
| `main_contact_mail`   | Main contact e-mail address.                          |
| `all_mails`           | All e-mail addresses found on the respective website. |
| `main_contact_number` | Main contact phone number.                            |
| `all_phones`          | All phone numbers found on the respective website.    |


# Digital health
Source: https://docs.istari.ai/research-data/digital-health

Find companies that are engaged in digital health.

<AccordionGroup>
  <Accordion title="What do we measure?">
    The webAI Digital Health Agent was trained by ISTARI.AI to identify companies with a focus on the digital health sector and to map their focus on this topic as an individual Digital Health Intensity Score. This numerical indicator measures how centrally the topic of digital health is communicated by the company on its own website and presented as essential for its own business model. \
    Digital Health includes theuse of information and communication technology (ICT) in the field of healthcare. More specifically we look at four sub-segment:&#x20;

    * **E-health:** Companies that offer services or products that are used to support the treatment and care of patients with modern ICT methods. This includes, for\
      example, the communication of medical data made available with an electronic health card. Electronic prescriptions for medicines and electronic patient records\
      also fall into this category. Examples are: Pharmacies that accept electronic prescriptions, doctors and clinics that allow appointments to be made digitally,  manufacturer of card readers for electronic health cards, developers offering software for electronic medical records or patient management systems, providers and users of software for online consultations, online pharmacies.
    * **Trend Health:** Companies that offer digital services and products from the health sector mainly for private consumers. This includes applications and products for self-care and disease prevention (elderly care / assisted living), vital data monitoring with medical wearables (activity trackers, mHealth apps). Examples are:  Manufacturer of wearable smart insulin pump, manufacturer of wearable fitness tracker, manufacturer of wearable, digital SOS button for seniors, developer of calorie counting app, developer of fitness tracking app, manufacturer of smart body scale, developer of AI health companion, provider of genetic testing for private individuals.
    * **Tech Health:** Companies that offer novel digital services and products from the health sector mainly for professional consumers. This includes products and services from the fields of robotics, big data, artificial intelligence, sensor technology and 3D printing.  Examples are: Provider of software for AI-supported analysis\
      of disease data (e.g. cancer detection), digital (robotic) prosthesis manufacturer, manufacturer of 3D printers for medical needs, manufacturer of remote-controlled robots for operations, manufacturer of nanorobots for diagnostics.

    Companies that are active in these digital health-related areas, have business fields geared to them, or offer products and services with a direct connection, usually communicate this on their websites. The more central the topic is for the company, the more significant it is for the company’s external communication. For example, a startup for health monitoring software communicates almost exclusively on the topic of digital health, while a clinic, which among many other (more traditional health) services also offers digital consulting hours, does so only to a limited extent.
  </Accordion>

  <Accordion title="How do we measure?">
    Our webAI reads the website of the company under investigation and searches for text sections (paragraphs) that deal with the topic of digital health. To do this, webAI first searches for keywords that are potentially related to digital health, analyzes the paragraphs identified in this way, and determines whether or not they are actually digital health-related texts. If webAI has assigned a corresponding paragraph to the topic of digital health with a high probability, webAI remembers this paragraph and continues searching. In this way, webAI searches the entire company website or the particularly relevant “top-level” sub-pages if it is a very extensive website with hundreds of sub-pages (for more information, see the publication:  [Web mining for innovation ecosystem mapping: a framework and a large-scale pilot study](https://doi.org/10.1007/s11192-020-03726-9)).

    In this way, webAI finds a certain number of paragraphs per company website that deal with the topic of digital health. WebAI then puts this number in relation to the total amount of text content read on the website. In this way, webAI determines a Digital Health Intensity for each company.
  </Accordion>

  <Accordion title="How do you interpret the data?">
    The Digital Health Intensity Score calculated in this way would be 0.0 for a company with no digital health-related texts. For the example of a clinic described above, the calculated intensity value could be 0.15 and 3.97 for the startup that is particularly focused on digital health. The Digital Health Intensity Score has no upper limit. In addition, we integrate an auxiliary column into our data as an interpretation and reading aid. It categorizes the intensities from “low” to “very high”. In the example above, the clinic would be classified as “low” intensity and the startup as “very high” intensity.

    In contrast to simpler, binary classifications (“Digital Health YES/NO”), webAI outputs a continuous score at the company level. This makes it possible to distinguish between companies for which digital health is only a peripheral issue and those for which it plays a central role. Users of the webAI data can thus easily determine for themselves how strongly a company should be engaged in the digital health sector for it to be relevant to them.

    In Europe, it can be said that 1% of the companies studied have a Digital Health Intensity Score of greater than 0.0 and thus communicate the topic of digital health in some form on their websites. The average Digital Health Intensity Score of these companies is 0.4 and half of the companies have a score lower than 0.17. The maximum score achieved is 5.3, with 11% achieving a score of 1.0 or higher.
  </Accordion>

  <Accordion title="How do we ensure the data quality?">
    Like all our webAI agents, the webAI Digital Health Agent was developed and validated together with independent subject matter experts. This ensures that we train the webAI agent with real expert knowledge and that it then delivers expert-level results. For this agent ISTARI.AI has collaborated with researchers from the University of Mannheim. The Digital Health Intensity Scores are currently also being validated in a not yet published study.
  </Accordion>
</AccordionGroup>


# Energy
Source: https://docs.istari.ai/research-data/energy

Find companies that are engaged in the energy sector.

<AccordionGroup>
  <Accordion title="What do we measure?">
    The webAI Energy Agent was trained by ISTARI.AI to identify companies with a focus on the energy sector and to map their focus on this topic as an individual Energy Intensity Score. This numerical indicator measures how centrally the topic of energy is communicated by the company on its own website and presented as essential for its own business model.&#x20;

    We consider the entire value chain from the exploitation of energy sources to distribution to end consumers and their consumption patterns, i.e. the entire energy industry. More specifically we look at four sub-segment:&#x20;

    * **Generation**: Power/energy generation is the colloquial term for energy transformation where electrical energy and heat is made available. All companies that are involved in the exploitation of energy sources up to their transformation into electrical energy or heat belong to this category. Companies that provide products or services for this purpose also belong to this category. Examples are: Oil production (oil drilling), coal mining, operators of solar parks, manufacturers of solar panels , manufacturers of steam boilers for power generation in coal-fired power plants, manufacturers of control software for nuclear power plants, waste incineration for district heating, hydrogen production.
    * **Grid**: Network for the transmission and distribution of electrical energy, heat and other energy sources (gas, hydrogen etc.). This includes the manufacturers of required components (hardware and software), service providers and operators. Examples are: Contractors and commissioning authorities for the development and operation of the electricity grid and pipelines (gas, district heating, etc.), manufacturer of control software for power grids (smart grid), manufacturer and operator of energy storage systems, petrol stations, electricians who install wall boxes for electric cars and manufacturers of wall boxes, manufacturers and operators of charging stations for electric cars, manufacturers of smart electricity meters, shipping company with oil tankers.
    * **Efficiency**: Efficient use and production of energy and optimized processes to reduce energy consumption, energy loss and emissions while maintaining or increasing effectiveness (“same or more for less”). All companies that are active in this area or help other companies/consumers to be more efficient belong to this category. Examples are: Energy consultant for companies and private individuals, construction company that carries out energy refurbishments of buildings, manufacturer of thermal insulation material, companies converting their vehicle fleet to models with lower fuel consumption, company that is renovating its own company headquarters to make it more energy efficient, power producer introducing measures to reduce energy loss in power generation with coal, company switches completely to renewable energies in production.
    * **Market**: Includes trading of energy sources and electricity, as well as the legal framework and (state) support measures. Examples are: Energy exchanges where energy carriers (e.g. gas) and electrical energy are traded, electricity suppliers who supply the end customer but do not operate any infrastructure themselves, legislative and supervisory bodies in the field of electricity and gas markets, development banks (e.g. German KfW) with programs to promote energy-efficient construction and refurbishment, portal for comparison of energy providers for private customers.

    Companies that are active in these energy-related areas, have business fields geared to them, or offer products and services with a direct connection, usually communicate this on their websites. The more central the topic is for the company, the more significant it is for the company’s external communication. For example, a startup for smart grid software communicates almost exclusively on the topic of energy, while a chemical company, which among many other products also offers specific thermal insulation components, does so only to a limited extent.
  </Accordion>

  <Accordion title="How do we measure?">
    Our webAI reads the website of the company under investigation and searches for text sections (paragraphs) that deal with the topic of energy. To do this, webAI first searches for keywords that are potentially related to energy, analyzes the paragraphs identified in this way, and determines whether or not they are actually energy-related texts. If webAI has assigned a corresponding paragraph to the topic of energy with a high probability, webAI remembers this paragraph and continues searching. In this way, webAI searches the entire company website or the particularly relevant “top-level” sub-pages if it is a very extensive website with hundreds of sub-pages (for more information, see the publication: [Web mining for innovation ecosystem mapping: a framework and a large-scale pilot study](https://doi.org/10.1007/s11192-020-03726-9)).

    In this way, webAI finds a certain number of paragraphs per company website that deal with the topic of energy. WebAI then puts this number in relation to the total amount of text content read on the website. In this way, webAI determines a Energy Intensity for each company.
  </Accordion>

  <Accordion title="How do you interpret the data?">
    The Energy Intensity Score calculated in this way would be 0.0 for a company with no energy-related texts. For the example of a chemical company described above the calculated intensity value could be 0.15, and 3.97 for the startup that is particularly focused on energy. The Energy Intensity Score has no upper limit. In addition, we integrate an auxiliary column into our data as an interpretation and reading aid. It categorizes the intensities from “low” to “very high”. In the example above, the chemical company would be classified as “low” intensity and the startup as “very high” intensity.

    In contrast to simpler, binary classifications (“Energy YES/NO”), webAI outputs a continuous score at the company level. This makes it possible to distinguish between companies for which energy is only a peripheral issue and those for which it plays a central role. Users of the webAI data can thus easily determine for themselves how strongly a company should be engaged in the energy sector for it to be relevant to them.

    As an example for the DACH region (Germany, Austria, Switzerland), it can be said that 20.5% of the companies studied have a Energy Intensity Score of greater than 0.0 and thus communicate the topic of energy in some form on their websites. The average Energy Intensity Score of these companies is 0.61 and half of the companies have a score lower than 0.30. The maximum score achieved is 6.93, with 21.63% achieving a score of 1.0 or higher.
  </Accordion>

  <Accordion title="How do we ensure the data quality?">
    Like all our webAI agents, the webAI Energy Agent was developed and validated together with independent subject matter experts. This ensures that we train the webAI agent with real expert knowledge and that it then delivers expert-level results. For this agent ISTARI.AI has collaborated with researchers from the [University of Salzburg](https://www.plus.ac.at/?lang=en). The Energy Intensity Scores are currently also being validated in a not yet published study.
  </Accordion>
</AccordionGroup>


# Innovation
Source: https://docs.istari.ai/research-data/innovation

Find innovative companies.

<mark>`This indicator is available for companies based in Germany and Austria only.`</mark>

<Accordion title="What do we measure?">
  The webAI InnoProb agent was trained by ISTARI.AI to derive the status of companies as innovators from their websites and to map it as an individual Innovation Probability Score (InnoProb). This indicator between 0.0 and 1.0 reflects the probability of a company being an innovator.

  Innovation is defined here in terms of the OECD Oslo Manual: An innovation is the introduction of a new or significantly improved product (good or service) or process, a new marketing method, or a new organizational method in business practice, workplace organization, or external relations.

  Websites are used by companies as platforms to provide information about their products and services, performance, strategies, and relationships. All these aspects can be associated with the innovations developed by the company. The InnoProb Score does not intend to identify individual innovations (e.g. new products), but companies with an innovation-related activity profile. This probability (the InnoProb Score) can be interpreted as a continuous innovation indicator at company level.
</Accordion>

<Accordion title="How do we measure?">
  We use a traditional company-level indicator based on a questionnaire-based innovation survey (Community Innovation Survey for Germany) to train webAI with the websites of innovative and non-innovative companies. In this training webAI learns independently how the websites of innovative and non-innovative companies differ. After the training, we can then apply webAI to any other company website. Based on the textual content, webAI then calculates how likely it is that the company under study is innovative.
</Accordion>

<Accordion title="How do you interpret the data?">
  The InnoProb score calculated in this way would be close to 0.0 for a company that is highly unlikely to be an innovative company. A very likely innovative company, on the other hand, would have an InnoProb Score close to 1.0.

  In addition, we integrate an auxiliary column into our data as an interpretation and reading aid. It categorizes the probabilities of being an innovative company from “very low” to “very high”.

  So, unlike simpler, binary classifications (“innovative YES/NO”), webAI outputs a continuous score at the company level. Users of webAI data can thus easily determine for themselves the probability with which a company should be innovative in order to be relevant to them. For the binary classification into innovative and non-innovative companies, we recommend a classification threshold of 0.4.

  As an example for Germany, we can say that 15.12% of the examined companies are assessed as innovative by webAI InnoProb (InnoProb Score > 0.4). The average InnoProb Score of all companies is 0.25. Half of the companies have a score greater than 0.20. The maximum score achieved is 0.94 and the lowest is 0.03. The figure below shows the distribution of InnoProb scores as a histogram.
</Accordion>

<Frame>
  <img alt="" />
</Frame>

<Accordion title="How do we ensure the data quality?">
  Like all our webAI agents, the webAI InnoProb agent has been developed and validated together with independent subject matter experts. This ensures that we train the webAI agent with real expert knowledge and that it then generates expert-level results. For this agent, ISTARI.AI collaborated with the University of Giessen and the ZEW – Leibniz Centre for European Economic Research in Mannheim. ZEW is one of the leading German economic research institutes with a high European reputation.

  The InnoProb scores were also validated by comparing them with patent data from the European Patent Office, with projections based on survey data from the Mannheim and Berlin Innovation Panels, and with regional innovation indicators from the German Federal Statistical Office. The corresponding study [Predicting innovative firms using web mining and deep learning](https://doi.org/10.1371/journal.pone.0249071) was published in the international journal PLOS ONE.
</Accordion>


# Mobility
Source: https://docs.istari.ai/research-data/mobility

Find companies that are engaged in the mobility sector.

<AccordionGroup>
  <Accordion title="What do we measure?">
    The webAI Mobility Agent was trained by ISTARI.AI to derive companies’ commitment to mobility from their websites and to display it as an individual Mobility Intensity Score. This numerical indicator reflects how centrally the topic of mobility is communicated by the company on its own website and presented as essential for its own business model.

    Mobility is to be understood as a broad concept. This includes services and products that are used directly as a means of transport (e.g. manufacturers of e-bikes or automobiles), but also, for example, suppliers of components and software for the production of means of transport or mobility service providers such as public transport. Thus, among others, players from the automotive industry, railroad, aerospace, shipping, logistics, telematics (e.g. intelligent transport systems), e-mobility or fuel cell technology are considered. However, WebAI also finds, for example, companies that specialize in the construction of underground garages, electricians who install wallboxes, or chemical manufacturers who produce lubricants for the automotive industry.

    Companies that are active in these mobility-related areas, have business fields geared to them, or offer products and services with a direct connection, usually communicate this on their websites. The more central the topic is for the company, the more significant it is for the company’s external communication. For example, a startup for bicycle helmets communicates almost exclusively on the topic of mobility, while a chemical company, which among many other products also offers specific soaps for automotive workshops, does so only to a limited extent.
  </Accordion>

  <Accordion title="How do we measure?">
    Our webAI reads the website of the company under investigation and searches for text sections (paragraphs) that deal with the topic of mobility. To do this, webAI first searches for keywords that are potentially related to mobility, analyzes the paragraphs identified in this way, and determines whether or not they are actually mobility-related texts. If webAI has assigned a corresponding paragraph to the topic of mobility with a high probability, webAI remembers this paragraph and continues searching. In this way, webAI searches the entire company website or the particularly relevant “top-level” sub-pages if it is a very extensive website with hundreds of sub-pages (for more information, see the publication: [Web mining for innovation ecosystem mapping: a framework and a large-scale pilot study](https://doi.org/10.1007/s11192-020-03726-9)).

    In this way, webAI finds a certain number of paragraphs per company website that deal with the topic of mobility. WebAI then puts this number in relation to the total amount of text content read on the website. In this way, webAI determines a mobility intensity for each company.
  </Accordion>

  <Accordion title="How do you interpret the data?">
    The Mobility Intensity Score calculated in this way would be 0.0 for a company with no mobility-related texts. For the example of a chemical company described above, on the other hand, the value could be 0.15, and 3.97 for the startup that is particularly focused on mobility. The Mobility Intensity Score has no upper limit. In addition, we integrate an auxiliary column into our data as an interpretation and reading aid. It categorizes the intensities from “low” to “very high”. In the example above, the chemical company would be classified as “low” intensity and the startup as “very high” intensity.

    In contrast to simpler, binary classifications (“Mobility YES/NO”), webAI outputs a continuous score at the company level. This makes it possible to distinguish between companies for which mobility is only a peripheral issue and those for which it plays a central role. Users of the webAI data can thus easily determine for themselves how strongly a company should adopt mobility for it to be relevant to them.

    As an example for the DACH region (Germany, Austria, Switzerland), it can be said that 20.5% of the companies studied have a Mobility Intensity Score of greater than 0.0 and thus communicate the topic of mobility in some form on their websites. The average Mobility Intensity Score of these companies is 0.61 and half of the companies have a score lower than 0.30. The maximum score achieved is 6.93, with 21.63% achieving a score of 1.0 or higher.
  </Accordion>

  <Accordion title="How do we ensure the data quality?">
    Like all our webAI agents, the webAI Mobility Agent was developed and validated together with independent subject matter experts. This ensures that we train the webAI agent with real expert knowledge and that it then delivers expert-level results. For this agent ISTARI.AI has collaborated with researchers from the [University of Salzburg](https://www.plus.ac.at/?lang=en). The Mobility Intensity Scores are currently also being validated in a not yet published study.
  </Accordion>
</AccordionGroup>


# Overview
Source: https://docs.istari.ai/research-data/research_data_start_page



**ISTARI Research Data** provides access to a wide range of high-quality indicators that have already been used in **more than 20 scientific publications**. Our indicators are designed to support empirical research and quantitative, large-scale analysis across multiple disciplines. There is also the possibility to generate timeseries, using web archives.

Covered topics include, among others:

* Adoption of specific technologies such as **Artificial Intelligence, Blockchain, and Additive Manufacturing**
* **Sustainability engagement** of organizations
* **Innovation probability**
* **Hyperlink networks**

If your research requires additional or customized data beyond these indicators, please contact us at [**research@istari.ai**](mailto:research@istari.ai).

You can find more information about the **ISTARI.AI Research Partner Program** [**here**](https://www.istari.ai/en/resources/research-partner-program).


# SDG 1
Source: https://docs.istari.ai/research-data/sdg-1

Find companies that are engaged in the Sustainable Development Goal 1 - "No Poverty"

<AccordionGroup>
  <Accordion title="What do we measure?">
    The webAI SDG 1 Agent was trained by ISTARI.AI to derive companies’ commitment to Sustainable Development Goal 1 (No Poverty) from their websites and to display it as an individual SDG 1 Intensity Score. This numerical indicator reflects how centrally the topic of Sustainable Development Goal 1 is communicated by the company on its own website and presented as essential for its own business model.&#x20;

    SDG 1 is to be understood as a broad concept. This includes services and products that are used directly to reduce poverty (e.g., microfinance institutions or affordable housing developers), but also, for example, suppliers of basic necessities and companies providing essential services or products for impoverished communities. Thus, among others, players from various industries like agriculture, education, healthcare, and basic utilities are considered.&#x20;

    However, WebAI also finds, for example, companies that specialize in the development of affordable technology solutions, organizations that provide financial literacy training, or manufacturers who produce affordable clothing and essential goods for low-income populations.
  </Accordion>

  <Accordion title="How do we measure?">
    Our webAI reads the website of the company under investigation and searches for text sections (paragraphs) that deal with the topic of SDG 1. To do this, webAI first searches for keywords that are potentially related to SDG 1, analyzes the paragraphs identified in this way, and determines whether or not they are actually relevant texts. If webAI has assigned a corresponding paragraph to the topic of SDG 1 with a high probability, webAI remembers this paragraph and continues searching. In this way, webAI searches the entire company website or the particularly relevant “top-level” sub-pages if it is a very extensive website with hundreds of sub-pages.

    In this way, webAI finds a certain number of paragraphs per company website that deal with the topic of SDG 1. WebAI then puts this number in relation to the total amount of text content read on the website. In this way, webAI determines a SDG 1 intensity for each company.
  </Accordion>

  <Accordion title="How do you interpret the data?">
    The SDG 1 Intensity Score calculated in this way would be 0.0 for a company with no SDG1-related texts. For a consulting company, for example, the value could be 0.25, and for a startup that is particularly focused on SDG 1-related topics, it could be 2.37. The SDG 1 Intensity Score has no upper limit.

    In addition, we integrate an auxiliary column into our data as an interpretation and reading aid. It categorizes the intensities from “low” to “very high”. In the example above, the consulting company would be classified as “low” intensity and the startup as “very high” intensity.

    Unlike simpler, binary classifications (“SDG 1 YES/NO”), webAI therefore outputs a continuous score at company level. This makes it possible to distinguish between companies for which SDG 1-related topics are only a marginal issue and those for which they play a central role. Users of webAI data can thus easily determine for themselves how strongly a company should focus on SDG 1 in order for it to be relevant to them.
  </Accordion>

  <Accordion title="How do we ensure the data quality?">
    Like all our webAI agents, the webAI SDG1 Agent was developed and validated together with independent subject matter experts. This ensures that we train the webAI agent with real expert knowledge and that it then delivers expert-level results. The SDG1 Intensity Scores are currently also being validated in a not yet published study.
  </Accordion>
</AccordionGroup>


# SDG 2
Source: https://docs.istari.ai/research-data/sdg-2

Find companies that are engaged in the Sustainable Development Goal 2 - "Zero Hunger"

<AccordionGroup>
  <Accordion title="What do we measure?">
    The webAI SDG 2 Agent was trained by ISTARI.AI to derive companies’ commitment to Sustainable Development Goal 2 (Zero Hunger) from their websites and to display it as an individual SDG 2 Intensity Score. This numerical indicator reflects how centrally the topic of Sustainable Development Goal 2 is communicated by the company on its own website and presented as essential for its own business model.&#x20;

    SDG 2 is to be understood as a broad concept. This includes services and products that are used directly to combat hunger and ensure food security (e.g., agricultural technology companies or food distribution organizations), but also, for example, suppliers of sustainable farming equipment, and companies involved in food preservation and waste reduction. Thus, among others, players from the agriculture, food production, distribution, and technology sectors are considered.&#x20;

    However, WebAI also finds, for example, companies that specialize in developing innovative food solutions, such as alternative protein sources, organizations that focus on agricultural education and research, or businesses that create efficient supply chain solutions to reduce food loss and improve access to nutritious food.
  </Accordion>

  <Accordion title="How do we measure?">
    Our webAI reads the website of the company under investigation and searches for text sections (paragraphs) that deal with the topic of SDG 2. To do this, webAI first searches for keywords that are potentially related to SDG 2, analyzes the paragraphs identified in this way, and determines whether or not they are actually relevant texts. If webAI has assigned a corresponding paragraph to the topic of SDG 2 with a high probability, webAI remembers this paragraph and continues searching. In this way, webAI searches the entire company website or the particularly relevant “top-level” sub-pages if it is a very extensive website with hundreds of sub-pages.

    In this way, webAI finds a certain number of paragraphs per company website that deal with the topic of SDG 2. WebAI then puts this number in relation to the total amount of text content read on the website. In this way, webAI determines a SDG 2 intensity for each company.
  </Accordion>

  <Accordion title="How do you interpret the data?">
    The SDG 2 Intensity Score calculated in this way would be 0.0 for a company with no SDG 2-related texts. For a consulting company, for example, the value could be 0.18, and for a startup that is particularly focused on SDG 2-related topics, it could be 3.05. The SDG 2 Intensity Score has no upper limit.

    In addition, we integrate an auxiliary column into our data as an interpretation and reading aid. It categorizes the intensities from “low” to “very high”. In the example above, the consulting company would be classified as “low” intensity and the startup as “very high” intensity.

    Unlike simpler, binary classifications (“SDG 2 YES/NO”), webAI therefore outputs a continuous score at company level. This makes it possible to distinguish between companies for which SDG 2-related topics are only a marginal issue and those for which they play a central role. Users of webAI data can thus easily determine for themselves how strongly a company should focus on SDG 2 in order for it to be relevant to them.
  </Accordion>

  <Accordion title="How do we ensure the data quality?">
    Like all our webAI agents, the webAI SDG2 Agent was developed and validated together with independent subject matter experts. This ensures that we train the webAI agent with real expert knowledge and that it then delivers expert-level results. The SDG2 Intensity Scores are currently also being validated in a not yet published study.
  </Accordion>
</AccordionGroup>


# SDG 3
Source: https://docs.istari.ai/research-data/sdg-3

Find companies that are engaged in the Sustainable Development Goal 3 - "Good Health and Well-Being"

<AccordionGroup>
  <Accordion title="What do we measure?">
    The webAI SDG 3 Agent was trained by ISTARI.AI to derive companies’ commitment to Sustainable Development Goal 3 (Good Health and Well-Being) from their websites and to display it as an individual SDG 3 Intensity Score. This numerical indicator reflects how centrally the topic of Sustainable Development Goal 3 is communicated by the company on its own website and presented as essential for its own business model.

    SDG 3 is to be understood as a broad concept. This includes services and products that are used directly to improve health and well-being (e.g., pharmaceutical companies, healthcare providers, or manufacturers of medical equipment), but also, for example, businesses involved in health education, mental health services, and wellness initiatives. Thus, players from sectors such as healthcare, biotechnology, fitness, and mental health care are considered.

    Moreover, WebAI also identifies companies that specialize in developing health technologies, such as telemedicine or wearable health devices, organizations that focus on health-related research, or those involved in providing access to clean water and sanitation, which are crucial for maintaining good health.
  </Accordion>

  <Accordion title="How do we measure?">
    Our webAI reads the website of the company under investigation and searches for text sections (paragraphs) that deal with the topic of SDG 3. To do this, webAI first searches for keywords that are potentially related to SDG 3, analyzes the paragraphs identified in this way, and determines whether or not they are actually relevant texts. If webAI has assigned a corresponding paragraph to the topic of SDG 3 with a high probability, webAI remembers this paragraph and continues searching. In this way, webAI searches the entire company website or the particularly relevant “top-level” sub-pages if it is a very extensive website with hundreds of sub-pages.

    In this way, webAI finds a certain number of paragraphs per company website that deal with the topic of SDG 3. WebAI then puts this number in relation to the total amount of text content read on the website. In this way, webAI determines a SDG 3 intensity for each company.
  </Accordion>

  <Accordion title="How do you interpret the data?">
    The SDG 3 Intensity Score calculated in this way would be 0.0 for a company with no SDG 3-related texts. For a consulting company, for example, the value could be 0.21, and for a startup that is particularly focused on SDG 3-related topics, it could be 2.81. The SDG 3 Intensity Score has no upper limit.

    In addition, we integrate an auxiliary column into our data as an interpretation and reading aid. It categorizes the intensities from “low” to “very high”. In the example above, the consulting company would be classified as “low” intensity and the startup as “very high” intensity.

    Unlike simpler, binary classifications (“SDG 3 YES/NO”), webAI therefore outputs a continuous score at company level. This makes it possible to distinguish between companies for which SDG 3-related topics are only a marginal issue and those for which they play a central role. Users of webAI data can thus easily determine for themselves how strongly a company should focus on SDG 3 in order for it to be relevant to them.
  </Accordion>

  <Accordion title="How do we ensure the data quality?">
    Like all our webAI agents, the webAI SDG3 Agent was developed and validated together with independent subject matter experts. This ensures that we train the webAI agent with real expert knowledge and that it then delivers expert-level results. The SDG3 Intensity Scores are currently also being validated in a not yet published study.
  </Accordion>
</AccordionGroup>


# Social innovation
Source: https://docs.istari.ai/research-data/social-innovation

Find socially innovative companies.

<Accordion title="What do we measure?">
  The webAI Social Innovation agent was trained by ISTARI.AI to derive from companies’ websites their engagement in social innovation and to map it as an individual Social InnoProb Score. This indicator, ranging from 0.0 to 1.0, reflects the likelihood that a company is a social innovator.

  Social innovations are innovations that improve human interaction in many areas, for example, how people work, organize their leisure time, shop, live or how they are mobile. However, unlike product innovations, there is still no internationally standardized definition of social innovations. We at ISTARI.AI follow the current working definition as it is currently being elaborated by [OECD](https://www.oecd.org/) and [Eurostat](https://ec.europa.eu/eurostat/web/main/home): Social innovation also described as the emergence, implementation and diffusion of new social practices in the societal domain that are directly related to the search for viable and sustainable solutions to societal problems and challenges. If a company has introduced such a social innovation in the last three years through changes in the company or brought it to market as a new or improved product or service, then it is considered a social innovator.

  Websites are used by companies as platforms to provide information about their products and services, performance, strategies and relationships. All these aspects can be associated with the social innovations developed by the company. The Social InnoProb Score is not intended to identify individual innovations (e.g. new products), but companies with an innovation-related activity profile. This probability can be interpreted as a continuous innovation indicator at the company level.
</Accordion>

<Accordion title="How do we measure?">
  We use a traditional company-level indicator based on a questionnaire-based innovation survey (Community Innovation Survey Germany) to train webAI with the websites of socially innovative and non-innovative companies. In doing so, we use survey waves from several years to identify companies that answered positively to questions related to social innovation. Examples of such questions are the cooperation of the company with associations, the introduction of new methods of work organization or the promotion of togetherness and family atmosphere in the company. During this training webAI learns independently how the websites of socially innovative and non-innovative companies differ. After the training, we can then apply webAI to any other company website. Based on the textual content, webAI then calculates how likely it is that the company under investigation is innovative.
</Accordion>

<Accordion title="How do you interpret the data?">
  The Social InnoProb score calculated in this way would be close to 0.0 for a company that is very unlikely to be a socially innovative company. A very likely socially innovative company, on the other hand, would have a Social InnoProb score close to 1.0.

  In addition, we integrate an auxiliary column into our data as an interpretation and reading aid. It categorizes the probabilities of being an innovative company from “very low” to “very high”.

  Thus, unlike simpler, binary classifications (“innovative YES/NO”), webAI outputs a continuous score at the company level. Users of webAI data can thus easily determine for themselves the probability with which a company should be socially innovative in order to be relevant to them. For the binary classification into socially innovative and non-innovative companies, we recommend a classification threshold of 0.5.

  As an example for the DACH region (Germany, Austria, Switzerland), we can say that 24.35% of the analyzed companies are rated as socially innovative by webAI Social InnoProb (Social InnoProb Score > 0.5). The average Social InnoProb score of all companies is 0.44. Half of the companies have a score of more than 0.41. The highest score achieved is 0.85 and the lowest is 0.14. The figure below shows the distribution of the Social InnoProb score for the DACH region.
</Accordion>

<Frame>
  <img alt="" />
</Frame>

<Accordion title="How do we ensure the data quality?">
  Like all our webAI agents, the webAI Social InnoProb agent was developed and validated together with independent subject matter experts. This ensures that we train the webAI agent with real expert knowledge and that it subsequently generates expert-level results. For this agent, ISTARI.AI collaborated with [ZEW – Leibniz Centre for European Economic Research in Mannheim](https://www.zew.de/en/). The ZEW is one of the leading German economic research institutes with a high European reputation.
</Accordion>


# Social media
Source: https://docs.istari.ai/research-data/social-media

Find social media presences of companies

Many companies have presences on various social media platforms (e.g. LinkedIn, Twitter/X). We collect the links on the respective company websites that lead to these social media accounts. This makes it easier for you to contact companies or even individuals.

We collect the following information:

* **all\_linkedin\_profiles**: all LinkedIn user profiles that exist in the company text. These links should point to employees of the company or partners.
* **all\_linkedin\_companies**: In LinkedIn, we can separate between a company profile and a “user” profile. This indicator collects the company profile links. This should point to the company itself or related companies, e.g. partners.
* **all\_twitter\_links**: This indicator collects the links to Twitter/X profiles.
* **all\_facebook\_links**: This column includes all links to Facebook profiles.


# Standards
Source: https://docs.istari.ai/research-data/standards

Find companies with standards and certifications.

<Accordion title="What do we measure?">
  The webAI Standards Agent has been trained by ISTARI.AI to search companies’ websites for standards and certifications. These are standards from the International Organization for Standardization (ISO), the International Electrotechnical Commission (IEC) and national standardization organizations such as the German Institute for Standardization (DIN). Well-known and widely used standards include paper formats (ISO 216, DIN 476) such as DIN A4, the quality management standards of the ISO 9000 family (e.g. ISO 9001) or the information security management standard ISO/IEC 27001.
</Accordion>

<Accordion title="How do we measure?">
  Our webAI reads the website of the company under investigation and searches it for mentions of ISO, IEC and standards issued by other organizations. For this purpose, webAI examines the entire company website, or the particularly relevant “top-level” sub-webpages if the website is very large and contains hundreds of sub-webpages (for more information, see the publication: [Web mining for innovation ecosystem mapping: a framework and a large-scale pilot study](https://doi.org/10.1007/s11192-020-03726-9)). WebAI thus finds a certain number of standard mentions per company website and returns them as a list (e.g. \[DIN EN ISO 9001, DIN EN ISO 50001, ISO 9001:2…]).
</Accordion>

<Accordion title="How do you interpret the data?">
  From the lists of found standards generated by the webAI Standards Agent, specific standards (e.g. “ISO 9001:2000”) can be determined as well as the number of mentions of a specific standard (e.g. “‘DIN EN 16247-1’: 68, ‘DIN EN ISO 50001’: 34”).\
  As an example for the DACH region (Germany, Austria, Switzerland), it can be said that about 10% of the companies surveyed mention at least one standard on their website. On average, these companies mention one standard 8.7 times (median 2.0) and different standards 2.6 times (median 1.0). The most frequently listed standards in the DACH region are, by a wide margin, ISO 9001, followed by ISO 14001 and ISO 27001.&#x20;

  It is important to note here that our approach does not differentiate whether companies are actually certified or name a standard for other reasons (e.g., because they work with certified companies). Specifically for the ISO/IEC 27001 standard, a detailed manual review (for more information, see the publication: [Exploring the Adoption of the International Information Security Management System Standard ISO/IEC 27001: A Web Mining-Based Analysis](https://ieeexplore.ieee.org/abstract/document/9082865)) of webAI identified companies yielded the following result regarding the reason for citation:
</Accordion>

<Frame>
  <img alt="" />
</Frame>

<Accordion title="How do we ensure the data quality?">
  Like all of our webAI agents, the webAI Delivery Delay Agent has been developed and validated in conjunction with independent subject matter experts. This ensures that we train the webAI agent with real expert knowledge and that it then generates expert-level results. For this agent, ISTARI.AI collaborated with researchers from the Technical University of Berlin. Among other things, the generated data was used for the study [Exploring the Adoption of the International Information Security Management System Standard ISO/IEC 27001: A Web Mining-Based Analysis](https://ieeexplore.ieee.org/abstract/document/9082865), which was published in the journal IEEE Transactions on Engineering Management.
</Accordion>


# Sustainability
Source: https://docs.istari.ai/research-data/sustainability

Find companies that are engaged in sustainability.

<AccordionGroup>
  <Accordion title="What do we measure?">
    The webAI Sustainability Agent was trained by ISTARI.AI to derive from the websites of companies their commitment in the area of sustainability and to depict it as an individual Sustainability Intensity Score. This numerical indicator reflects how centrally the topic of sustainability is communicated by the company on its own website and presented as essential for its own business model.&#x20;

    In this sense, sustainability is to be understood as “ecological sustainability”. This therefore refers to concepts such as circular economy, the energy transition, ecological agriculture, regenerative energy, efficient use of resources, reduction of emissions or recycling.

    Companies that are active in these or related subject areas, have business fields geared to them, or offer products and services with a direct connection, usually communicate this on their websites. The more central this topic is for the company, the more significant it is for the company’s external communications. For example, a startup for compostable ballpoint pens communicates almost exclusively on the topic of sustainability, while a consulting company that offers “ESG consulting” among many other topics does so only to a limited extent.
  </Accordion>

  <Accordion title="How do we measure?">
    Our webAI reads the website of the company under investigation and searches it for text sections (paragraphs) that deal with the topic of sustainability. To do this, webAI first searches for keywords potentially related to sustainability, analyzes the paragraphs identified in this way, and in doing so determines whether or not they are actually sustainability-related texts. If webAI has assigned a corresponding paragraph to the topic of sustainability with a high probability, webAI remembers this paragraph and continues searching. In this way, webAI searches the entire company website, or the particularly relevant “top-level” sub-webpages if it is a very extensive website with hundreds of sub-webpages (for more information, see the publication: [Web mining for innovation ecosystem mapping: a framework and a large-scale pilot study](https://link.springer.com/article/10.1007/s11192-020-03726-9)).

    WebAI thus finds a certain number of paragraphs per company website that deal with the topic of sustainability. WebAI then relates this number to the total amount of text content read on the website. In this way, webAI determines a Sustainability Intensity for each company.
  </Accordion>

  <Accordion title="How do you interpret the data?">
    The Sustainability Intensity Score calculated in this way would be 0.0 for a company with no sustainability-related texts. For the example of a consulting company described above, on the other hand, the value could be 0.25, and for the startup that is particularly focused on sustainability, it could be 2.37. The Sustainability Intensity Score has no upper limit.

    In addition, we integrate an auxiliary column into our data as an interpretation and reading aid. It categorizes the intensities from “low” to “very high”. In the example above, the consulting company would be classified as “low” intensity and the startup as “very high” intensity.

    Unlike simpler, binary classifications (“sustainable YES/NO”), webAI therefore outputs a continuous score at company level. This makes it possible to distinguish between companies for which sustainability is only a marginal issue and those for which it plays a central role. Users of webAI data can thus easily determine for themselves how strongly a company should focus on sustainability in order for it to be relevant to them.

    As an example for the DACH region (Germany, Austria, Switzerland), it can be said that 17.5% of the companies examined have a Sustainability Intensity Score of greater than 0.0 and thus communicate the topic of sustainability in some form on their websites. The average Sustainability Intensity Score of these companies is 0.53 and half of the companies have a score smaller than 0.28. The maximum score achieved is 6.94, with only 2.88% achieving a score of 1.0 or higher.
  </Accordion>

  <Accordion title="How do we ensure the data quality?">
    Like all our webAI agents, the webAI Sustainability Agent has been developed and validated together with independent subject matter experts. This ensures that we train the webAI agent with real expert knowledge and that it then generates expert-level results. For this agent, ISTARI.AI collaborated with the OECD’s Centre for Entrepreneurship, SMEs, Regions & Cities. The OECD is an international organization with 38 member states and nearly sixty years of experience in analyzing political, economic and social developments.&#x20;

    Our Sustainability Intensity Scores were also validated in a study on “[Greenwashing in the U.S. Metals Industry](https://www.sciencedirect.com/science/article/pii/S0048969722026080)” published by researchers from the University of Salzburg, University of Heidelberg, Harvard University and the University of Giessen in the prestigious journal Science of The Total Environment.
  </Accordion>
</AccordionGroup>


# Website TechStack
Source: https://docs.istari.ai/research-data/website-techstack

See the technical framework of company websites.

<AccordionGroup>
  <Accordion title="What do we measure?">
    The webAI TechStack agent has been trained by ISTARI.AI to examine enterprise websites in terms of their “technology stack”. A website’s technology stack includes the technologies, applications, and services used to build and operate the website. webAI TechStack thus provides insights into the security, modernity, and performance of a website. In total, nearly 4,000 technologies from approximately 100 categories are identified.
  </Accordion>

  <Accordion title="How do we measure?">
    Our webAI calls up the website of the company under investigation and analyzes the technology stack used there. WebAI thus finds technologies assigned to categories for each corporate website. Thus, a corporate website can also use several technologies from one category, as seen in this example:

    *‘CMS (WordPress)’, ‘Blogs (WordPress)’, ‘Databases (MySQL)’, ‘Programming languages (PHP)’, ‘WordPress themes (FameThemes OnePress)’, ‘UI frameworks (animate.css)’, ‘UI frameworks (Bootstrap)’, ‘Web servers (Apache)’, ‘A/B Testing (Complianz)’, ‘Cookie compliance (Complianz)’, ‘WordPress plugins (Complianz)’, ‘Font scripts (Google Font API)’, ‘Font scripts (Font Awesome)’, ‘Font scripts (Twitter Emoji (Twemoji))’, ‘JavaScript libraries (jQuery Migrate)’, ‘JavaScript libraries (jQuery)’*
  </Accordion>

  <Accordion title="How do you interpret the data?">
    From the lists of found technologies generated by the webAI TechStack Agent, both specific technologies (e.g. “PayPal”, “Apple Pay”) and the superordinate categories (e.g. “Payment processors”) can be determined. For the DACH region, for example, it is possible to find out that around 24,500 of the 28,000 companies that have integrated a technology from the “Payment Processors” category into their technology stack use PayPal.
  </Accordion>

  <Accordion title="How do we ensure the data quality?">
    Like all our webAI agents, the webAI TechStack agent has been validated together with independent subject matter experts. For this agent, ISTARI.AI collaborated with researchers from the Technical University of Munich, who also used information on cryptocurrency payment processors (e.g. Bitcoin) from the TechStack agent in a study on the use of blockchain technologies. The associated study will soon be published as a discussion paper.
  </Accordion>
</AccordionGroup>

## TechStack categories

<table><thead><tr><th>Category</th><th>Number of technologies</th></tr></thead><tbody><tr><td><strong>Add-ons</strong></td><td><ul><li>Shopify apps 135</li><li>WordPress plugins 125</li><li>WordPress themes 134</li></ul></td></tr><tr><td><strong>Analytics</strong></td><td><ul><li>A/B Testing 37</li><li>Analytics 187</li><li>Browser fingerprinting 5</li><li>Customer data platform 31</li><li>Surveys 17</li><li>Tag managers 11</li></ul></td></tr><tr><td><strong>Booking</strong></td><td><ul><li>Appointment scheduling 43</li><li>Reservations & delivery 30</li><li>Ticket booking 1</li></ul></td></tr><tr><td><strong>Business Tools</strong></td><td><ul><li>Accounting 2</li><li>CRM 34</li><li>Live chat 93</li><li>Recruitment & staffing 18</li></ul></td></tr><tr><td><strong>Communication</strong></td><td><ul><li>Email 36</li><li>Live chat 93</li><li>Message boards 29</li><li>Remote access 4</li><li>Webmail 10</li></ul></td></tr><tr><td><strong>Content</strong></td><td><ul><li>Blogs 28</li><li>CMS 286</li><li>Comment systems 5</li><li>DMS 4</li><li>Documentation 26</li><li>Feed readers 1</li><li>Issue trackers 54</li><li>LMS 13</li><li>Message boards 29</li><li>Photo galleries 15</li><li>Rich text editors 11</li><li>Search engines 36</li><li>Translation 12</li><li>Wikis 12</li></ul></td></tr><tr><td><strong>Location</strong></td><td><ul><li>Geolocation 13</li><li>Maps 16</li></ul></td></tr><tr><td><strong>Marketing</strong></td><td><ul><li>Advertising 139</li><li>Affiliate programs 39</li><li>CRM 34</li><li>Content curation 14</li><li>Customer data platform 31</li><li>Email 36</li><li>Marketing automation 128</li><li>Personalisation 90</li><li>RUM 27</li><li>Referral marketing 15</li><li>Retargeting 14</li><li>Reviews 34</li><li>SEO 10</li><li>Segmentation 7</li></ul></td></tr><tr><td><strong>Media</strong></td><td><ul><li>Augmented reality 9</li><li>Digital asset management 21</li><li>Livestreaming 12</li><li>Network storage 4</li><li>Photo galleries 15</li><li>Video players 23</li></ul></td></tr><tr><td><strong>Privacy</strong></td><td><ul><li>Cookie compliance 49</li></ul></td></tr><tr><td><strong>Sales</strong></td><td><ul><li>Buy now pay later 54</li><li>Cart abandonment 10</li><li>Cross border ecommerce 12</li><li>Ecommerce 332</li><li>Fulfilment 5</li><li>Livestreaming 12</li><li>Loyalty & rewards 17</li><li>Payment processors 96</li><li>Referral marketing 15</li><li>Returns 10</li><li>Shipping carriers 62</li></ul></td></tr><tr><td><strong>Security</strong></td><td><ul><li>Authentication 21</li><li>SSL/TLS certificate authorities 5</li><li>Security 50</li></ul></td></tr><tr><td><strong>Servers</strong></td><td><ul><li>CDN 48</li><li>Caching 13</li><li>Containers 2</li><li>Databases 14</li><li>Hosting 53</li><li>Hosting panels 9</li><li>IaaS 5</li><li>Load balancers 4</li><li>Operating systems 17</li><li>PaaS 44</li><li>Performance 42</li><li>Reverse proxies 5</li><li>Web server extensions 14</li><li>Web servers 84</li></ul></td></tr><tr><td><strong>User generated content</strong></td><td><ul><li>Comment systems 5</li><li>Content curation 14</li><li>Issue trackers 54</li><li>Message boards 29</li><li>Reviews 34</li></ul></td></tr><tr><td><strong>Utilities</strong></td><td><ul><li>Cryptominers 8</li><li>Database managers 5</li><li>Hosting panels 9</li></ul></td></tr><tr><td><strong>Web Development</strong></td><td><ul><li>Accessibility 25</li><li>CI 3</li><li>Development 30</li><li>Editors 18</li><li>Feature management 3</li><li>Font scripts 15</li><li>JavaScript frameworks 69</li><li>JavaScript graphics 41</li><li>JavaScript libraries 110</li><li>Mobile frameworks 7</li><li>Page builders 72</li><li>Programming languages 26</li><li>Static site generator 17</li><li>UI frameworks 43</li><li>Web frameworks 80</li></ul></td></tr><tr><td><strong>Other</strong></td><td><ul><li>Miscellaneous 86</li><li>Recruitment & staffing 18</li><li>User onboarding 11</li><li>Widgets 114</li></ul></td></tr></tbody></table>

## TechStack technologies

<Card title="Download all webAI TechStack technologies" icon="file-spreadsheet" href="/images/webAI_techstack_technologies.xlsx">
  Excel file listing every technology category in the webAI TechStack dataset.
</Card>

<table><thead><tr><th>Category (Technology)</th><th>Number of firms</th></tr></thead><tbody><tr><td>A/B Testing (AB Tasty)</td><td>1528</td></tr><tr><td>A/B Testing (Adobe Target)</td><td>6437</td></tr><tr><td>A/B Testing (Autopilot)</td><td>1072</td></tr><tr><td>A/B Testing (Bloomreach Discovery)</td><td>428</td></tr><tr><td>A/B Testing (BrightInfo)</td><td>15</td></tr><tr><td>A/B Testing (Complianz)</td><td>166797</td></tr><tr><td>A/B Testing (Contentsquare)</td><td>1190</td></tr><tr><td>A/B Testing (Convert)</td><td>5085</td></tr><tr><td>A/B Testing (ConvertFlow)</td><td>686</td></tr><tr><td>A/B Testing (Decibel)</td><td>433</td></tr><tr><td>A/B Testing (Dynamic Yield)</td><td>1272</td></tr><tr><td>A/B Testing (Estore Compare)</td><td>29</td></tr><tr><td>A/B Testing (Etracker)</td><td>6026</td></tr><tr><td>A/B Testing (Freshworks CRM)</td><td>989</td></tr><tr><td>A/B Testing (Frosmo)</td><td>93</td></tr><tr><td>A/B Testing (Google Optimize)</td><td>29473</td></tr><tr><td>A/B Testing (Instapage)</td><td>194</td></tr><tr><td>A/B Testing (Juo)</td><td>6</td></tr><tr><td>A/B Testing (Kameleoon)</td><td>1040</td></tr><tr><td>A/B Testing (Kibo Personalization)</td><td>719</td></tr><tr><td>A/B Testing (Leaflet platform)</td><td>13</td></tr><tr><td>A/B Testing (Leanplum)</td><td>15</td></tr><tr><td>A/B Testing (Neat A/B testing)</td><td>8</td></tr><tr><td>A/B Testing (Nosto)</td><td>976</td></tr><tr><td>A/B Testing (Omniconvert)</td><td>304</td></tr><tr><td>A/B Testing (OneSignal)</td><td>8427</td></tr><tr><td>A/B Testing (Optimizely)</td><td>19115</td></tr><tr><td>A/B Testing (Oracle Maxymiser)</td><td>312</td></tr><tr><td>A/B Testing (Qubit)</td><td>57</td></tr><tr><td>A/B Testing (Roistat)</td><td>121</td></tr><tr><td>A/B Testing (SiteSpect)</td><td>3642</td></tr><tr><td>A/B Testing (Split)</td><td>27</td></tr><tr><td>A/B Testing (Talkable)</td><td>331</td></tr><tr><td>A/B Testing (Trbo)</td><td>151</td></tr><tr><td>A/B Testing (UserZoom)</td><td>85</td></tr><tr><td>A/B Testing (VWO)</td><td>14252</td></tr><tr><td>A/B Testing (Yottaa)</td><td>614</td></tr><tr><td>A/B Testing (Zoho PageSense)</td><td>3503</td></tr><tr><td>Accessibility (AccessiBe)</td><td>9342</td></tr><tr><td>Accessibility (Accessibility Toolbar Plugin)</td><td>219</td></tr><tr><td>Accessibility (Accessible360)</td><td>574</td></tr><tr><td>Accessibility (Accessibly)</td><td>232</td></tr><tr><td>Accessibility (AdaSiteCompliance)</td><td>108</td></tr><tr><td>Accessibility (Adally)</td><td>157</td></tr><tr><td>Accessibility (Allyable)</td><td>47</td></tr><tr><td>Accessibility (AudioEye)</td><td>58519</td></tr><tr><td>Accessibility (Droxit)</td><td>1</td></tr><tr><td>Accessibility (Enable)</td><td>280</td></tr><tr><td>Accessibility (EqualWeb)</td><td>3843</td></tr><tr><td>Accessibility (Facil-iti)</td><td>43</td></tr><tr><td>Accessibility (Handtalk)</td><td>2</td></tr><tr><td>Accessibility (HikeOrders)</td><td>516</td></tr><tr><td>Accessibility (Monsido)</td><td>2616</td></tr><tr><td>Accessibility (Nagich)</td><td>3189</td></tr><tr><td>Accessibility (NagishLi)</td><td>91</td></tr><tr><td>Accessibility (Piman)</td><td>2</td></tr><tr><td>Accessibility (Pojo.me)</td><td>27720</td></tr><tr><td>Accessibility (Recite Me)</td><td>123</td></tr><tr><td>Accessibility (Texthelp)</td><td>9</td></tr><tr><td>Accessibility (UsableNet)</td><td>259</td></tr><tr><td>Accessibility (User Accessibility)</td><td>21</td></tr><tr><td>Accessibility (UserWay)</td><td>81065</td></tr><tr><td>Accessibility (eSSENTIAL Accessibility)</td><td>472</td></tr><tr><td>Accessibility (uRemediate)</td><td>63</td></tr><tr><td>Accounting (Akaunting)</td><td>3</td></tr><tr><td>Advertising (33Across)</td><td>1661</td></tr><tr><td>Advertising (AD EBiS)</td><td>56</td></tr><tr><td>Advertising (ADFOX)</td><td>227</td></tr><tr><td>Advertising (AcuityAds)</td><td>555</td></tr><tr><td>Advertising (Ad Lightning)</td><td>534</td></tr><tr><td>Advertising (AdBridg)</td><td>57</td></tr><tr><td>Advertising (AdOcean)</td><td>404</td></tr><tr><td>Advertising (AdRecover)</td><td>37</td></tr><tr><td>Advertising (AdRiver)</td><td>35</td></tr><tr><td>Advertising (AdRoll)</td><td>24410</td></tr><tr><td>Advertising (AdScale)</td><td>203</td></tr><tr><td>Advertising (AdThrive)</td><td>887</td></tr><tr><td>Advertising (Adalyser)</td><td>253</td></tr><tr><td>Advertising (Adcash)</td><td>1</td></tr><tr><td>Advertising (Adform)</td><td>5610</td></tr><tr><td>Advertising (Adloox)</td><td>10</td></tr><tr><td>Advertising (Admixer)</td><td>29</td></tr><tr><td>Advertising (Admo.tv)</td><td>118</td></tr><tr><td>Advertising (Advally)</td><td>24</td></tr><tr><td>Advertising (Advert Stream)</td><td>15</td></tr><tr><td>Advertising (Adverticum)</td><td>208</td></tr><tr><td>Advertising (Affiliate B)</td><td>59</td></tr><tr><td>Advertising (Amazon Advertising)</td><td>11379</td></tr><tr><td>Advertising (Amobee)</td><td>530</td></tr><tr><td>Advertising (Aniview Ad Server)</td><td>34</td></tr><tr><td>Advertising (AnyClip)</td><td>10</td></tr><tr><td>Advertising (AppNexus)</td><td>32709</td></tr><tr><td>Advertising (Audiohook)</td><td>110</td></tr><tr><td>Advertising (Automatad)</td><td>35</td></tr><tr><td>Advertising (Basis Technologies)</td><td>1296</td></tr><tr><td>Advertising (Beeswax)</td><td>1</td></tr><tr><td>Advertising (Broadstreet)</td><td>3050</td></tr><tr><td>Advertising (BuySellAds)</td><td>259</td></tr><tr><td>Advertising (Carbon Ads)</td><td>57</td></tr><tr><td>Advertising (Chitika)</td><td>20</td></tr><tr><td>Advertising (Cluep)</td><td>22</td></tr><tr><td>Advertising (Criteo)</td><td>19775</td></tr><tr><td>Advertising (DTScout)</td><td>2036</td></tr><tr><td>Advertising (Dealer Spike)</td><td>2010</td></tr><tr><td>Advertising (Dianomi)</td><td>48</td></tr><tr><td>Advertising (District M)</td><td>13</td></tr><tr><td>Advertising (DoubleClick Ad Exchange (AdX))</td><td>9947</td></tr><tr><td>Advertising (DoubleClick Campaign Manager (DCM))</td><td>300</td></tr><tr><td>Advertising (DoubleClick Floodlight)</td><td>105</td></tr><tr><td>Advertising (DoubleClick for Publishers (DFP))</td><td>9233</td></tr><tr><td>Advertising (DoubleVerify)</td><td>121</td></tr><tr><td>Advertising (EthicalAds)</td><td>14</td></tr><tr><td>Advertising (ExoClick)</td><td>86</td></tr><tr><td>Advertising (Ezoic)</td><td>1519</td></tr><tr><td>Advertising (FirstImpression.io)</td><td>24</td></tr><tr><td>Advertising (FreakOut)</td><td>61</td></tr><tr><td>Advertising (Fusion Ads)</td><td>3</td></tr><tr><td>Advertising (Geniee)</td><td>5</td></tr><tr><td>Advertising (Getintent)</td><td>4</td></tr><tr><td>Advertising (Google AdSense)</td><td>98680</td></tr><tr><td>Advertising (Google Ads)</td><td>284053</td></tr><tr><td>Advertising (Google Publisher Tag)</td><td>26772</td></tr><tr><td>Advertising (GumGum)</td><td>170</td></tr><tr><td>Advertising (Index Exchange)</td><td>496</td></tr><tr><td>Advertising (Infolinks)</td><td>632</td></tr><tr><td>Advertising (Integral Ad Science)</td><td>610</td></tr><tr><td>Advertising (Internet Brands)</td><td>19</td></tr><tr><td>Advertising (JuicyAds)</td><td>40</td></tr><tr><td>Advertising (Kevel)</td><td>476</td></tr><tr><td>Advertising (Linkedin Ads)</td><td>56761</td></tr><tr><td>Advertising (LiveIntent)</td><td>6963</td></tr><tr><td>Advertising (LiveRamp DPM)</td><td>156</td></tr><tr><td>Advertising (MGID)</td><td>148</td></tr><tr><td>Advertising (MainAd)</td><td>85</td></tr><tr><td>Advertising (Marfeel)</td><td>422</td></tr><tr><td>Advertising (Media.net)</td><td>7724</td></tr><tr><td>Advertising (Mediavine)</td><td>1376</td></tr><tr><td>Advertising (Microsoft Advertising)</td><td>105987</td></tr><tr><td>Advertising (Nativo)</td><td>552</td></tr><tr><td>Advertising (Nextdoor Ads)</td><td>1880</td></tr><tr><td>Advertising (Open AdStream)</td><td>105</td></tr><tr><td>Advertising (OpenWeb)</td><td>61</td></tr><tr><td>Advertising (OpenX)</td><td>9091</td></tr><tr><td>Advertising (Optimise)</td><td>60</td></tr><tr><td>Advertising (Outbrain)</td><td>7756</td></tr><tr><td>Advertising (Pinterest Ads)</td><td>50434</td></tr><tr><td>Advertising (Podsights)</td><td>700</td></tr><tr><td>Advertising (Prebid)</td><td>9102</td></tr><tr><td>Advertising (Primis)</td><td>63</td></tr><tr><td>Advertising (Project Wonderful)</td><td>51</td></tr><tr><td>Advertising (PubGuru)</td><td>31</td></tr><tr><td>Advertising (PubMatic)</td><td>9832</td></tr><tr><td>Advertising (PurpleAds)</td><td>40</td></tr><tr><td>Advertising (Rakuten Advertising)</td><td>1126</td></tr><tr><td>Advertising (Reddit Ads)</td><td>7820</td></tr><tr><td>Advertising (Refersion)</td><td>3276</td></tr><tr><td>Advertising (RevJet)</td><td>2</td></tr><tr><td>Advertising (Rubicon Project)</td><td>2099</td></tr><tr><td>Advertising (SHE Media)</td><td>215</td></tr><tr><td>Advertising (STN Video)</td><td>433</td></tr><tr><td>Advertising (SabaVision)</td><td>3</td></tr><tr><td>Advertising (Sharethrough)</td><td>117</td></tr><tr><td>Advertising (Simpli.fi)</td><td>25509</td></tr><tr><td>Advertising (Sizmek)</td><td>2204</td></tr><tr><td>Advertising (Smart Ad Server)</td><td>5354</td></tr><tr><td>Advertising (Snap Pixel)</td><td>2622</td></tr><tr><td>Advertising (Solve Media)</td><td>1</td></tr><tr><td>Advertising (Sonobi)</td><td>172</td></tr><tr><td>Advertising (Sortable)</td><td>66</td></tr><tr><td>Advertising (Sovrn)</td><td>1017</td></tr><tr><td>Advertising (SpotX)</td><td>171</td></tr><tr><td>Advertising (Sublime)</td><td>92</td></tr><tr><td>Advertising (TVSquared)</td><td>4706</td></tr><tr><td>Advertising (Taboola)</td><td>8931</td></tr><tr><td>Advertising (Tapad)</td><td>75</td></tr><tr><td>Advertising (Tatari)</td><td>141</td></tr><tr><td>Advertising (Teads)</td><td>5985</td></tr><tr><td>Advertising (The Arena Group)</td><td>83</td></tr><tr><td>Advertising (Titan)</td><td>30</td></tr><tr><td>Advertising (TrafficStars)</td><td>10</td></tr><tr><td>Advertising (TripleLift)</td><td>485</td></tr><tr><td>Advertising (Twitter Ads)</td><td>152928</td></tr><tr><td>Advertising (Unruly)</td><td>39</td></tr><tr><td>Advertising (VDX.tv)</td><td>295</td></tr><tr><td>Advertising (Veoxa)</td><td>2</td></tr><tr><td>Advertising (Verizon Media)</td><td>11</td></tr><tr><td>Advertising (VerticalScope)</td><td>8</td></tr><tr><td>Advertising (Vidazoo)</td><td>16</td></tr><tr><td>Advertising (Wazimo)</td><td>33</td></tr><tr><td>Advertising (WordAds)</td><td>7895</td></tr><tr><td>Advertising (Yahoo Advertising)</td><td>344</td></tr><tr><td>Advertising (Yandex.Direct)</td><td>22</td></tr><tr><td>Advertising (Yektanet)</td><td>20</td></tr><tr><td>Advertising (Yieldlab)</td><td>9</td></tr><tr><td>Advertising (Zanox)</td><td>41</td></tr><tr><td>Advertising (Zeus Technology)</td><td>5</td></tr><tr><td>Advertising (i-mobile)</td><td>10</td></tr><tr><td>Advertising (snigel AdEngine)</td><td>38</td></tr><tr><td>Advertising (theTradeDesk)</td><td>23987</td></tr><tr><td>Affiliate programs (A8.net)</td><td>242</td></tr><tr><td>Affiliate programs (AWIN)</td><td>7796</td></tr><tr><td>Affiliate programs (AccessTrade)</td><td>36</td></tr><tr><td>Affiliate programs (Admitad)</td><td>128</td></tr><tr><td>Affiliate programs (Affilae)</td><td>350</td></tr><tr><td>Affiliate programs (Affiliate B)</td><td>59</td></tr><tr><td>Affiliate programs (Affiliate Future)</td><td>195</td></tr><tr><td>Affiliate programs (Affiliatly)</td><td>1385</td></tr><tr><td>Affiliate programs (Affilo)</td><td>108</td></tr><tr><td>Affiliate programs (Amazon Associates)</td><td>4190</td></tr><tr><td>Affiliate programs (Booking.com)</td><td>672</td></tr><tr><td>Affiliate programs (CPABuild)</td><td>2</td></tr><tr><td>Affiliate programs (Clickbank)</td><td>296</td></tr><tr><td>Affiliate programs (Digistore24)</td><td>398</td></tr><tr><td>Affiliate programs (Dovetale)</td><td>4</td></tr><tr><td>Affiliate programs (Duel)</td><td>34</td></tr><tr><td>Affiliate programs (FinanceAds)</td><td>57</td></tr><tr><td>Affiliate programs (FirstPromoter)</td><td>296</td></tr><tr><td>Affiliate programs (GoAffPro)</td><td>3669</td></tr><tr><td>Affiliate programs (Impact)</td><td>2949</td></tr><tr><td>Affiliate programs (JANet)</td><td>2</td></tr><tr><td>Affiliate programs (LinkMink)</td><td>20</td></tr><tr><td>Affiliate programs (Moshimo)</td><td>525</td></tr><tr><td>Affiliate programs (Narrativ)</td><td>39</td></tr><tr><td>Affiliate programs (Optimise)</td><td>60</td></tr><tr><td>Affiliate programs (Partnerize)</td><td>498</td></tr><tr><td>Affiliate programs (PayKickStart)</td><td>25</td></tr><tr><td>Affiliate programs (Pepperjam)</td><td>517</td></tr><tr><td>Affiliate programs (Post Affiliate Pro)</td><td>1057</td></tr><tr><td>Affiliate programs (Pretty Links)</td><td>6</td></tr><tr><td>Affiliate programs (Rakuten)</td><td>1251</td></tr><tr><td>Affiliate programs (Refersion)</td><td>3276</td></tr><tr><td>Affiliate programs (RevenueHunt)</td><td>1673</td></tr><tr><td>Affiliate programs (Rewardful)</td><td>243</td></tr><tr><td>Affiliate programs (ShoutOut)</td><td>157</td></tr><tr><td>Affiliate programs (Skimlinks)</td><td>1008</td></tr><tr><td>Affiliate programs (Sovrn//Commerce)</td><td>5055</td></tr><tr><td>Affiliate programs (Tapfiliate)</td><td>617</td></tr><tr><td>Affiliate programs (Tiqets)</td><td>83</td></tr><tr><td>Affiliate programs (Tolt)</td><td>11</td></tr><tr><td>Affiliate programs (Tradedoubler)</td><td>507</td></tr><tr><td>Affiliate programs (Upfluence)</td><td>23</td></tr><tr><td>Affiliate programs (ValueCommerce)</td><td>102</td></tr><tr><td>Affiliate programs (Webgains)</td><td>671</td></tr><tr><td>Affiliate programs (Webolytics)</td><td>2</td></tr><tr><td>Affiliate programs (eBay Partner Network)</td><td>133</td></tr><tr><td>Analytics (51.LA)</td><td>5325</td></tr><tr><td>Analytics (AT Internet Analyzer)</td><td>3850</td></tr><tr><td>Analytics (AT Internet XiTi)</td><td>156</td></tr><tr><td>Analytics (AWStats)</td><td>1</td></tr><tr><td>Analytics (Ackee)</td><td>78</td></tr><tr><td>Analytics (Acoustic Experience Analytics)</td><td>93</td></tr><tr><td>Analytics (Acquia Personalization)</td><td>327</td></tr><tr><td>Analytics (AddShoppers)</td><td>1121</td></tr><tr><td>Analytics (Adjust)</td><td>1847</td></tr><tr><td>Analytics (Adobe Analytics)</td><td>69170</td></tr><tr><td>Analytics (Ahoy)</td><td>2172</td></tr><tr><td>Analytics (Ahrefs)</td><td>16602</td></tr><tr><td>Analytics (Air360)</td><td>9</td></tr><tr><td>Analytics (Airship)</td><td>16</td></tr><tr><td>Analytics (Albacross)</td><td>3131</td></tr><tr><td>Analytics (Alexa Certified Site Metrics)</td><td>2361</td></tr><tr><td>Analytics (Amplitude)</td><td>4693</td></tr><tr><td>Analytics (Analysys Ark)</td><td>2</td></tr><tr><td>Analytics (AppDynamics)</td><td>998</td></tr><tr><td>Analytics (Appsflyer)</td><td>391</td></tr><tr><td>Analytics (Auryc)</td><td>200</td></tr><tr><td>Analytics (Avanser)</td><td>171</td></tr><tr><td>Analytics (Azure Monitor)</td><td>5201</td></tr><tr><td>Analytics (Baidu Analytics (百度统计))</td><td>52748</td></tr><tr><td>Analytics (Blueshift)</td><td>166</td></tr><tr><td>Analytics (Branch)</td><td>1720</td></tr><tr><td>Analytics (Braze)</td><td>299</td></tr><tr><td>Analytics (BugSnag)</td><td>5576</td></tr><tr><td>Analytics (CNZZ)</td><td>1868</td></tr><tr><td>Analytics (CallRail)</td><td>37520</td></tr><tr><td>Analytics (CallTrackingMetrics)</td><td>43</td></tr><tr><td>Analytics (ChannelAdvisor)</td><td>133</td></tr><tr><td>Analytics (Chartbeat)</td><td>2204</td></tr><tr><td>Analytics (ClearSale)</td><td>51</td></tr><tr><td>Analytics (Clearbit Reveal)</td><td>99</td></tr><tr><td>Analytics (CleverTap)</td><td>98</td></tr><tr><td>Analytics (ClickHeat)</td><td>213</td></tr><tr><td>Analytics (ClickTale)</td><td>254</td></tr><tr><td>Analytics (Clicky)</td><td>12598</td></tr><tr><td>Analytics (Cloudflare Browser Insights)</td><td>73601</td></tr><tr><td>Analytics (Contentsquare)</td><td>1190</td></tr><tr><td>Analytics (Conversio)</td><td>283</td></tr><tr><td>Analytics (ConvertFlow)</td><td>686</td></tr><tr><td>Analytics (Countly)</td><td>56</td></tr><tr><td>Analytics (Crazy Egg)</td><td>25585</td></tr><tr><td>Analytics (DataMilk)</td><td>4</td></tr><tr><td>Analytics (Datadog)</td><td>23541</td></tr><tr><td>Analytics (Decibel)</td><td>433</td></tr><tr><td>Analytics (Delacon)</td><td>270</td></tr><tr><td>Analytics (Demandbase)</td><td>1736</td></tr><tr><td>Analytics (Dotdigital)</td><td>998</td></tr><tr><td>Analytics (DoubleVerify)</td><td>121</td></tr><tr><td>Analytics (Dreamdata)</td><td>1192</td></tr><tr><td>Analytics (Dynatrace)</td><td>7276</td></tr><tr><td>Analytics (Elastic APM)</td><td>8012</td></tr><tr><td>Analytics (Elevar)</td><td>908</td></tr><tr><td>Analytics (Engagio)</td><td>37</td></tr><tr><td>Analytics (Errorception)</td><td>64</td></tr><tr><td>Analytics (Etracker)</td><td>6026</td></tr><tr><td>Analytics (Everflow)</td><td>231</td></tr><tr><td>Analytics (ExactMetrics)</td><td>50907</td></tr><tr><td>Analytics (Ezoic)</td><td>1519</td></tr><tr><td>Analytics (Facebook Pixel)</td><td>809090</td></tr><tr><td>Analytics (Fathom)</td><td>8233</td></tr><tr><td>Analytics (Freespee)</td><td>400</td></tr><tr><td>Analytics (FullContact)</td><td>46</td></tr><tr><td>Analytics (FullStory)</td><td>4994</td></tr><tr><td>Analytics (Gauges)</td><td>5758</td></tr><tr><td>Analytics (Gemius)</td><td>2252</td></tr><tr><td>Analytics (GetSocial)</td><td>595</td></tr><tr><td>Analytics (Glassbox)</td><td>96</td></tr><tr><td>Analytics (GoStats)</td><td>9</td></tr><tr><td>Analytics (GoatCounter)</td><td>164</td></tr><tr><td>Analytics (Google Ads Conversion Tracking)</td><td>284053</td></tr><tr><td>Analytics (Google Analytics Enhanced eCommerce)</td><td>123888</td></tr><tr><td>Analytics (Google Analytics)</td><td>4586913</td></tr><tr><td>Analytics (Google Call Conversion Tracking)</td><td>61217</td></tr><tr><td>Analytics (Grafana)</td><td>1</td></tr><tr><td>Analytics (GrowingIO)</td><td>20</td></tr><tr><td>Analytics (Heap)</td><td>3943</td></tr><tr><td>Analytics (Histats)</td><td>12358</td></tr><tr><td>Analytics (HockeyStack)</td><td>494</td></tr><tr><td>Analytics (Hotjar)</td><td>168650</td></tr><tr><td>Analytics (HubSpot Analytics)</td><td>96583</td></tr><tr><td>Analytics (Hubalz)</td><td>16</td></tr><tr><td>Analytics (Hyros)</td><td>938</td></tr><tr><td>Analytics (IBM Coremetrics)</td><td>6</td></tr><tr><td>Analytics (INFOnline)</td><td>172</td></tr><tr><td>Analytics (InMoment)</td><td>74</td></tr><tr><td>Analytics (Inspectlet)</td><td>2925</td></tr><tr><td>Analytics (Instabot)</td><td>170</td></tr><tr><td>Analytics (Instana)</td><td>398</td></tr><tr><td>Analytics (Instapage)</td><td>194</td></tr><tr><td>Analytics (Invoca)</td><td>10009</td></tr><tr><td>Analytics (Jirafe)</td><td>10</td></tr><tr><td>Analytics (KISSmetrics)</td><td>110</td></tr><tr><td>Analytics (Koala)</td><td>61</td></tr><tr><td>Analytics (Kount)</td><td>53</td></tr><tr><td>Analytics (Kwai pixel)</td><td>2</td></tr><tr><td>Analytics (Leadfeeder)</td><td>18178</td></tr><tr><td>Analytics (Leadinfo)</td><td>9360</td></tr><tr><td>Analytics (Lexity)</td><td>585</td></tr><tr><td>Analytics (LinkMink)</td><td>20</td></tr><tr><td>Analytics (Linkedin Insight Tag)</td><td>153989</td></tr><tr><td>Analytics (LiveSession)</td><td>71</td></tr><tr><td>Analytics (Liveinternet)</td><td>1699</td></tr><tr><td>Analytics (LogRocket)</td><td>1028</td></tr><tr><td>Analytics (Loggly)</td><td>273</td></tr><tr><td>Analytics (Lucky Orange)</td><td>5231</td></tr><tr><td>Analytics (Luigi’s Box)</td><td>922</td></tr><tr><td>Analytics (Mapp)</td><td>531</td></tr><tr><td>Analytics (Marchex)</td><td>9527</td></tr><tr><td>Analytics (Marfeel)</td><td>422</td></tr><tr><td>Analytics (Matomo Analytics)</td><td>334346</td></tr><tr><td>Analytics (Measured)</td><td>15</td></tr><tr><td>Analytics (Medallia)</td><td>867</td></tr><tr><td>Analytics (Metrilo)</td><td>178</td></tr><tr><td>Analytics (Microsoft Clarity)</td><td>87232</td></tr><tr><td>Analytics (Mint)</td><td>191</td></tr><tr><td>Analytics (Mixpanel)</td><td>6260</td></tr><tr><td>Analytics (MoEngage)</td><td>90</td></tr><tr><td>Analytics (Moat)</td><td>1101</td></tr><tr><td>Analytics (Monsido)</td><td>2616</td></tr><tr><td>Analytics (MonsterInsights)</td><td>191786</td></tr><tr><td>Analytics (Mouse Flow)</td><td>9915</td></tr><tr><td>Analytics (Navegg)</td><td>81</td></tr><tr><td>Analytics (Naver Analytics)</td><td>1578</td></tr><tr><td>Analytics (OneStat)</td><td>286</td></tr><tr><td>Analytics (Open Web Analytics)</td><td>1275</td></tr><tr><td>Analytics (Oracle Infinity)</td><td>182</td></tr><tr><td>Analytics (Oracle Recommendations On Demand)</td><td>116</td></tr><tr><td>Analytics (Panelbear)</td><td>27</td></tr><tr><td>Analytics (Parse.ly)</td><td>1473</td></tr><tr><td>Analytics (PayPal Marketing Solutions)</td><td>23629</td></tr><tr><td>Analytics (Pendo)</td><td>3628</td></tr><tr><td>Analytics (Peripl)</td><td>14</td></tr><tr><td>Analytics (Pinterest Conversion Tag)</td><td>57908</td></tr><tr><td>Analytics (Piwik PRO Core)</td><td>14501</td></tr><tr><td>Analytics (PixelYourSite)</td><td>48184</td></tr><tr><td>Analytics (Plausible)</td><td>32108</td></tr><tr><td>Analytics (PostHog)</td><td>868</td></tr><tr><td>Analytics (Profitwell)</td><td>541</td></tr><tr><td>Analytics (Quanta)</td><td>21</td></tr><tr><td>Analytics (Quantcast Measure)</td><td>15211</td></tr><tr><td>Analytics (Quantum Metric)</td><td>635</td></tr><tr><td>Analytics (Quora Pixel)</td><td>5248</td></tr><tr><td>Analytics (Reinvigorate)</td><td>2</td></tr><tr><td>Analytics (Riskified)</td><td>624</td></tr><tr><td>Analytics (Roistat)</td><td>121</td></tr><tr><td>Analytics (SalesReps.io)</td><td>110</td></tr><tr><td>Analytics (SegmentStream)</td><td>1</td></tr><tr><td>Analytics (Sensors Data)</td><td>1111</td></tr><tr><td>Analytics (ShinyStat)</td><td>7001</td></tr><tr><td>Analytics (Sift)</td><td>526</td></tr><tr><td>Analytics (Signifyd)</td><td>1271</td></tr><tr><td>Analytics (Simple Analytics)</td><td>1069</td></tr><tr><td>Analytics (Sirge)</td><td>12</td></tr><tr><td>Analytics (Site Kit)</td><td>351635</td></tr><tr><td>Analytics (Site Meter)</td><td>1237</td></tr><tr><td>Analytics (SiteVibes)</td><td>21</td></tr><tr><td>Analytics (Siteimprove)</td><td>7497</td></tr><tr><td>Analytics (Skai)</td><td>14252</td></tr><tr><td>Analytics (Smartlook)</td><td>9930</td></tr><tr><td>Analytics (Snoobi)</td><td>950</td></tr><tr><td>Analytics (Snowplow Analytics)</td><td>294880</td></tr><tr><td>Analytics (Spinnakr)</td><td>3</td></tr><tr><td>Analytics (Splitbee)</td><td>118</td></tr><tr><td>Analytics (Sprig)</td><td>50</td></tr><tr><td>Analytics (Statcounter)</td><td>88695</td></tr><tr><td>Analytics (Statsig)</td><td>16</td></tr><tr><td>Analytics (Swagify)</td><td>8</td></tr><tr><td>Analytics (Syndeca)</td><td>4</td></tr><tr><td>Analytics (Synerise)</td><td>54</td></tr><tr><td>Analytics (Tencent Analytics (腾讯分析))</td><td>16</td></tr><tr><td>Analytics (The Hotels Network)</td><td>2049</td></tr><tr><td>Analytics (Thesis)</td><td>2</td></tr><tr><td>Analytics (TikTok Pixel)</td><td>41681</td></tr><tr><td>Analytics (Tinybird)</td><td>10</td></tr><tr><td>Analytics (TrackJs)</td><td>756</td></tr><tr><td>Analytics (Trackify X)</td><td>325</td></tr><tr><td>Analytics (Triggerbee)</td><td>216</td></tr><tr><td>Analytics (Triple Whale)</td><td>2559</td></tr><tr><td>Analytics (Twitter Analytics)</td><td>18</td></tr><tr><td>Analytics (Umami)</td><td>1899</td></tr><tr><td>Analytics (UserZoom)</td><td>85</td></tr><tr><td>Analytics (VK Pixel)</td><td>567</td></tr><tr><td>Analytics (VWO)</td><td>14252</td></tr><tr><td>Analytics (Ve Global)</td><td>1</td></tr><tr><td>Analytics (Vercel Analytics)</td><td>893</td></tr><tr><td>Analytics (W3Counter)</td><td>428</td></tr><tr><td>Analytics (WP-Statistics)</td><td>12069</td></tr><tr><td>Analytics (Webeyez)</td><td>32</td></tr><tr><td>Analytics (Webolytics)</td><td>2</td></tr><tr><td>Analytics (Webtrends)</td><td>276</td></tr><tr><td>Analytics (WildJar)</td><td>210</td></tr><tr><td>Analytics (Woopra)</td><td>1075</td></tr><tr><td>Analytics (Yahoo! Web Analytics)</td><td>14</td></tr><tr><td>Analytics (Yandex.Metrika)</td><td>13282</td></tr><tr><td>Analytics (Zipkin)</td><td>3344</td></tr><tr><td>Analytics (Zoominfo)</td><td>8828</td></tr><tr><td>Analytics (comScore)</td><td>9690</td></tr><tr><td>Analytics (ip-label)</td><td>17</td></tr><tr><td>Analytics (uMarketingSuite)</td><td>77</td></tr><tr><td>Analytics (user.com)</td><td>3</td></tr><tr><td>Appointment scheduling (Accesso)</td><td>195</td></tr><tr><td>Appointment scheduling (Acuity Scheduling)</td><td>3143</td></tr><tr><td>Appointment scheduling (AddEvent)</td><td>687</td></tr><tr><td>Appointment scheduling (Appointy)</td><td>164</td></tr><tr><td>Appointment scheduling (Bokun)</td><td>16</td></tr><tr><td>Appointment scheduling (BookThatApp)</td><td>1029</td></tr><tr><td>Appointment scheduling (Bookeo)</td><td>1023</td></tr><tr><td>Appointment scheduling (Bookero)</td><td>79</td></tr><tr><td>Appointment scheduling (Bookingkit)</td><td>1</td></tr><tr><td>Appointment scheduling (Bookly)</td><td>7299</td></tr><tr><td>Appointment scheduling (Booksy)</td><td>241</td></tr><tr><td>Appointment scheduling (Booxi)</td><td>111</td></tr><tr><td>Appointment scheduling (Calendly)</td><td>72774</td></tr><tr><td>Appointment scheduling (Checkfront)</td><td>121</td></tr><tr><td>Appointment scheduling (Chili Piper)</td><td>376</td></tr><tr><td>Appointment scheduling (Cloudbeds)</td><td>993</td></tr><tr><td>Appointment scheduling (CoconutSoftware)</td><td>1</td></tr><tr><td>Appointment scheduling (EventOn)</td><td>8901</td></tr><tr><td>Appointment scheduling (Eveve)</td><td>12</td></tr><tr><td>Appointment scheduling (FareHarbor)</td><td>5681</td></tr><tr><td>Appointment scheduling (GetYourGuide)</td><td>556</td></tr><tr><td>Appointment scheduling (Hostmeapp)</td><td>33</td></tr><tr><td>Appointment scheduling (Mangeznotez)</td><td>2</td></tr><tr><td>Appointment scheduling (Meeting Scheduler)</td><td>13</td></tr><tr><td>Appointment scheduling (Mews)</td><td>614</td></tr><tr><td>Appointment scheduling (MindBody)</td><td>1387</td></tr><tr><td>Appointment scheduling (Occasion)</td><td>60</td></tr><tr><td>Appointment scheduling (Peek)</td><td>1155</td></tr><tr><td>Appointment scheduling (Periodic)</td><td>92</td></tr><tr><td>Appointment scheduling (Regiondo)</td><td>125</td></tr><tr><td>Appointment scheduling (Reservio)</td><td>499</td></tr><tr><td>Appointment scheduling (Resova)</td><td>89</td></tr><tr><td>Appointment scheduling (Rezdy)</td><td>107</td></tr><tr><td>Appointment scheduling (Rezgo)</td><td>1</td></tr><tr><td>Appointment scheduling (Setmore)</td><td>453</td></tr><tr><td>Appointment scheduling (SevenRooms)</td><td>236</td></tr><tr><td>Appointment scheduling (SiteMinder)</td><td>552</td></tr><tr><td>Appointment scheduling (Timify)</td><td>362</td></tr><tr><td>Appointment scheduling (Trumba)</td><td>248</td></tr><tr><td>Appointment scheduling (X.ai)</td><td>2</td></tr><tr><td>Appointment scheduling (Zocdoc)</td><td>2820</td></tr><tr><td>Appointment scheduling (vcita)</td><td>2396</td></tr><tr><td>Augmented reality (\<model-viewer>)</td><td>372</td></tr><tr><td>Augmented reality (Expivi)</td><td>34</td></tr><tr><td>Augmented reality (Luna)</td><td>22</td></tr><tr><td>Augmented reality (ModiFace)</td><td>3</td></tr><tr><td>Augmented reality (Ocuco FitMix)</td><td>89</td></tr><tr><td>Augmented reality (Virtooal)</td><td>63</td></tr><tr><td>Augmented reality (YouCam Makeup)</td><td>14</td></tr><tr><td>Augmented reality (mirrAR)</td><td>3</td></tr><tr><td>Authentication (Apple Sign-in)</td><td>847</td></tr><tr><td>Authentication (Auth0 Lock)</td><td>46</td></tr><tr><td>Authentication (Auth0)</td><td>275</td></tr><tr><td>Authentication (Azure AD B2C)</td><td>9</td></tr><tr><td>Authentication (Clerk)</td><td>6</td></tr><tr><td>Authentication (Facebook Login)</td><td>519550</td></tr><tr><td>Authentication (GetSocial)</td><td>595</td></tr><tr><td>Authentication (Google Sign-in)</td><td>56870</td></tr><tr><td>Authentication (Growave)</td><td>1209</td></tr><tr><td>Authentication (LINE Login)</td><td>3</td></tr><tr><td>Authentication (Linkedin Sign-in)</td><td>16085</td></tr><tr><td>Authentication (Login with Amazon)</td><td>1554</td></tr><tr><td>Authentication (LoginRadius)</td><td>189</td></tr><tr><td>Authentication (Microsoft Authentication)</td><td>322</td></tr><tr><td>Authentication (NextAuth.js)</td><td>35</td></tr><tr><td>Authentication (Okta)</td><td>129</td></tr><tr><td>Authentication (OneAll)</td><td>653</td></tr><tr><td>Authentication (Onfido)</td><td>12</td></tr><tr><td>Authentication (Oxi Social Login)</td><td>706</td></tr><tr><td>Authentication (SAP Customer Data Cloud Sign-in)</td><td>700</td></tr><tr><td>Authentication (SimpleSAMLphp)</td><td>118</td></tr><tr><td>Authentication (Super Socializer)</td><td>1981</td></tr><tr><td>Authentication (Twilio Authy)</td><td>7</td></tr><tr><td>Authentication (uLogin)</td><td>18</td></tr><tr><td>Blogs (Blogger)</td><td>7005</td></tr><tr><td>Blogs (BoldGrid)</td><td>3729</td></tr><tr><td>Blogs (ContentBox)</td><td>26</td></tr><tr><td>Blogs (DropInBlog)</td><td>192</td></tr><tr><td>Blogs (Ghost)</td><td>1085</td></tr><tr><td>Blogs (Halo)</td><td>5</td></tr><tr><td>Blogs (Hashnode)</td><td>28</td></tr><tr><td>Blogs (Hatena Blog)</td><td>12</td></tr><tr><td>Blogs (LiveJournal)</td><td>1</td></tr><tr><td>Blogs (Medium)</td><td>163</td></tr><tr><td>Blogs (Melis Platform)</td><td>6</td></tr><tr><td>Blogs (Mura CMS)</td><td>551</td></tr><tr><td>Blogs (PencilBlue)</td><td>6</td></tr><tr><td>Blogs (Posterous)</td><td>2</td></tr><tr><td>Blogs (Roadiz CMS)</td><td>23</td></tr><tr><td>Blogs (RockRMS)</td><td>169</td></tr><tr><td>Blogs (Serendipity)</td><td>35</td></tr><tr><td>Blogs (Substack)</td><td>111</td></tr><tr><td>Blogs (Svbtle)</td><td>8</td></tr><tr><td>Blogs (Tiki Wiki CMS Groupware)</td><td>154</td></tr><tr><td>Blogs (Tumblr)</td><td>1731</td></tr><tr><td>Blogs (TypePad)</td><td>302</td></tr><tr><td>Blogs (Typecho)</td><td>6</td></tr><tr><td>Blogs (Wix)</td><td>631828</td></tr><tr><td>Blogs (WordPress)</td><td>4495042</td></tr><tr><td>Blogs (Zinnia)</td><td>1</td></tr><tr><td>Browser fingerprinting (ClientJS)</td><td>646</td></tr><tr><td>Browser fingerprinting (FingerprintJS)</td><td>32449</td></tr><tr><td>Browser fingerprinting (MaxMind)</td><td>1520</td></tr><tr><td>Browser fingerprinting (ThreatMetrix)</td><td>70</td></tr><tr><td>Browser fingerprinting (TruValidate)</td><td>995</td></tr><tr><td>Buy now pay later (Affirm)</td><td>3446</td></tr><tr><td>Buy now pay later (Afterpay)</td><td>4344</td></tr><tr><td>Buy now pay later (Aplazame)</td><td>398</td></tr><tr><td>Buy now pay later (Atome)</td><td>46</td></tr><tr><td>Buy now pay later (Bread)</td><td>39</td></tr><tr><td>Buy now pay later (Cashew Payments)</td><td>1</td></tr><tr><td>Buy now pay later (ChargeAfter)</td><td>14</td></tr><tr><td>Buy now pay later (DivideBuy)</td><td>51</td></tr><tr><td>Buy now pay later (Divido)</td><td>27</td></tr><tr><td>Buy now pay later (Four)</td><td>161</td></tr><tr><td>Buy now pay later (Grab Pay Later)</td><td>13</td></tr><tr><td>Buy now pay later (Humm)</td><td>8</td></tr><tr><td>Buy now pay later (Klarna Checkout)</td><td>14888</td></tr><tr><td>Buy now pay later (KueskiPay)</td><td>8</td></tr><tr><td>Buy now pay later (LatitudePay)</td><td>9</td></tr><tr><td>Buy now pay later (LayBuy)</td><td>281</td></tr><tr><td>Buy now pay later (Mokka)</td><td>4</td></tr><tr><td>Buy now pay later (Oney)</td><td>13</td></tr><tr><td>Buy now pay later (OpenPay)</td><td>12</td></tr><tr><td>Buy now pay later (Pace)</td><td>4</td></tr><tr><td>Buy now pay later (Partial.ly)</td><td>10</td></tr><tr><td>Buy now pay later (Pay It Later)</td><td>2</td></tr><tr><td>Buy now pay later (PayBright)</td><td>3</td></tr><tr><td>Buy now pay later (PayJustNow)</td><td>27</td></tr><tr><td>Buy now pay later (PayPal Credit)</td><td>13209</td></tr><tr><td>Buy now pay later (Payflex)</td><td>5</td></tr><tr><td>Buy now pay later (Payl8r)</td><td>25</td></tr><tr><td>Buy now pay later (Postpay)</td><td>3</td></tr><tr><td>Buy now pay later (Scalapay)</td><td>740</td></tr><tr><td>Buy now pay later (SeQura)</td><td>514</td></tr><tr><td>Buy now pay later (Sezzle)</td><td>2678</td></tr><tr><td>Buy now pay later (Shop Pay Installments)</td><td>5</td></tr><tr><td>Buy now pay later (Soisy)</td><td>164</td></tr><tr><td>Buy now pay later (SplitIt)</td><td>52</td></tr><tr><td>Buy now pay later (Stage Try)</td><td>1</td></tr><tr><td>Buy now pay later (Tabby)</td><td>342</td></tr><tr><td>Buy now pay later (Tamara)</td><td>5</td></tr><tr><td>Buy now pay later (TryNow)</td><td>2</td></tr><tr><td>Buy now pay later (ViaBill)</td><td>919</td></tr><tr><td>Buy now pay later (ZestMoney)</td><td>4</td></tr><tr><td>Buy now pay later (Zip)</td><td>699</td></tr><tr><td>Buy now pay later (ZoodPay)</td><td>2</td></tr><tr><td>Buy now pay later (hoolah)</td><td>33</td></tr><tr><td>Buy now pay later (mobicred)</td><td>8</td></tr><tr><td>CDN (5centsCDN)</td><td>7</td></tr><tr><td>CDN (Acquia Cloud Platform CDN)</td><td>267</td></tr><tr><td>CDN (Airee)</td><td>1</td></tr><tr><td>CDN (Akamai)</td><td>54567</td></tr><tr><td>CDN (Alibaba Cloud CDN)</td><td>1814</td></tr><tr><td>CDN (Amazon CloudFront)</td><td>98545</td></tr><tr><td>CDN (Amazon S3)</td><td>180312</td></tr><tr><td>CDN (Arc)</td><td>10</td></tr><tr><td>CDN (ArvanCloud)</td><td>38</td></tr><tr><td>CDN (Azion)</td><td>1</td></tr><tr><td>CDN (Azure CDN)</td><td>2774</td></tr><tr><td>CDN (Bunny)</td><td>51463</td></tr><tr><td>CDN (CDN77)</td><td>78</td></tr><tr><td>CDN (CacheFly)</td><td>2</td></tr><tr><td>CDN (Cloudflare)</td><td>2018562</td></tr><tr><td>CDN (Cloudimage)</td><td>3374</td></tr><tr><td>CDN (Cloudinary)</td><td>30353</td></tr><tr><td>CDN (CreateJS)</td><td>1318</td></tr><tr><td>CDN (DERAK.CLOUD)</td><td>1</td></tr><tr><td>CDN (DigitalOcean Spaces)</td><td>4411</td></tr><tr><td>CDN (EdgeCast)</td><td>238</td></tr><tr><td>CDN (Edgio)</td><td>188</td></tr><tr><td>CDN (Fastly)</td><td>36590</td></tr><tr><td>CDN (Fireblade)</td><td>435</td></tr><tr><td>CDN (Gatsby Cloud Image CDN)</td><td>189</td></tr><tr><td>CDN (GoCache)</td><td>50</td></tr><tr><td>CDN (Google Cloud CDN)</td><td>649114</td></tr><tr><td>CDN (Google Hosted Libraries)</td><td>978222</td></tr><tr><td>CDN (GotiPath)</td><td>1</td></tr><tr><td>CDN (Hostinger CDN)</td><td>10151</td></tr><tr><td>CDN (ImageEngine)</td><td>280</td></tr><tr><td>CDN (Imgix)</td><td>15187</td></tr><tr><td>CDN (Incapsula)</td><td>1</td></tr><tr><td>CDN (Microsoft Ajax Content Delivery Network)</td><td>27313</td></tr><tr><td>CDN (Netlify)</td><td>25720</td></tr><tr><td>CDN (Section.io)</td><td>4107</td></tr><tr><td>CDN (StackPath)</td><td>56368</td></tr><tr><td>CDN (Statically)</td><td>718</td></tr><tr><td>CDN (Sucuri)</td><td>76593</td></tr><tr><td>CDN (Tencent Cloud)</td><td>24</td></tr><tr><td>CDN (TwicPics)</td><td>255</td></tr><tr><td>CDN (Unpkg)</td><td>164314</td></tr><tr><td>CDN (Uploadcare)</td><td>1965</td></tr><tr><td>CDN (Yandex.Cloud CDN)</td><td>8</td></tr><tr><td>CDN (cdnjs)</td><td>783010</td></tr><tr><td>CDN (jQuery CDN)</td><td>388778</td></tr><tr><td>CDN (jsDelivr)</td><td>516434</td></tr><tr><td>CI (Jenkins)</td><td>12</td></tr><tr><td>CI (TeamCity)</td><td>1</td></tr><tr><td>CMS (1C-Bitrix)</td><td>1612</td></tr><tr><td>CMS (Adobe Experience Manager)</td><td>16134</td></tr><tr><td>CMS (Ametys)</td><td>32</td></tr><tr><td>CMS (Amiro.CMS)</td><td>8</td></tr><tr><td>CMS (Amplience)</td><td>215</td></tr><tr><td>CMS (Antee IPO)</td><td>2745</td></tr><tr><td>CMS (ApostropheCMS)</td><td>188</td></tr><tr><td>CMS (AquilaCMS)</td><td>2</td></tr><tr><td>CMS (Arc XP)</td><td>256</td></tr><tr><td>CMS (AsciiDoc)</td><td>6</td></tr><tr><td>CMS (Azko CMS)</td><td>128</td></tr><tr><td>CMS (BIGACE)</td><td>1</td></tr><tr><td>CMS (BOOM)</td><td>1</td></tr><tr><td>CMS (Backdrop)</td><td>3593</td></tr><tr><td>CMS (Banshee)</td><td>2</td></tr><tr><td>CMS (Batflat)</td><td>77</td></tr><tr><td>CMS (Bentobox)</td><td>4374</td></tr><tr><td>CMS (Bloomreach)</td><td>669</td></tr><tr><td>CMS (BoldGrid)</td><td>3729</td></tr><tr><td>CMS (Bolt CMS)</td><td>1805</td></tr><tr><td>CMS (Botble CMS)</td><td>130</td></tr><tr><td>CMS (Brightspot)</td><td>604</td></tr><tr><td>CMS (Brownie)</td><td>30</td></tr><tr><td>CMS (BrowserCMS)</td><td>1</td></tr><tr><td>CMS (Builder.io)</td><td>197</td></tr><tr><td>CMS (Business Catalyst)</td><td>422</td></tr><tr><td>CMS (ButterCMS)</td><td>64</td></tr><tr><td>CMS (CMS Made Simple)</td><td>3850</td></tr><tr><td>CMS (CMSimple)</td><td>1151</td></tr><tr><td>CMS (CPG Dragonfly)</td><td>9</td></tr><tr><td>CMS (Chameleon system)</td><td>17</td></tr><tr><td>CMS (Chorus)</td><td>72</td></tr><tr><td>CMS (Ckan)</td><td>4</td></tr><tr><td>CMS (Cloudrexx)</td><td>1003</td></tr><tr><td>CMS (Coaster CMS)</td><td>38</td></tr><tr><td>CMS (Concrete CMS)</td><td>15775</td></tr><tr><td>CMS (Congressus)</td><td>206</td></tr><tr><td>CMS (Contao)</td><td>35370</td></tr><tr><td>CMS (Contenido)</td><td>1229</td></tr><tr><td>CMS (Contensis)</td><td>121</td></tr><tr><td>CMS (ContentBox)</td><td>26</td></tr><tr><td>CMS (Contentful)</td><td>7068</td></tr><tr><td>CMS (Contentstack)</td><td>446</td></tr><tr><td>CMS (CoreMedia Content Cloud)</td><td>202</td></tr><tr><td>CMS (Corebine)</td><td>4</td></tr><tr><td>CMS (Cosmic)</td><td>32</td></tr><tr><td>CMS (Cotonti)</td><td>2</td></tr><tr><td>CMS (CppCMS)</td><td>1</td></tr><tr><td>CMS (Craft CMS)</td><td>19230</td></tr><tr><td>CMS (Cratejoy)</td><td>40</td></tr><tr><td>CMS (CrownPeak)</td><td>355</td></tr><tr><td>CMS (DM Polopoly)</td><td>96</td></tr><tr><td>CMS (DNN)</td><td>18283</td></tr><tr><td>CMS (Danneo CMS)</td><td>3</td></tr><tr><td>CMS (DataLife Engine)</td><td>139</td></tr><tr><td>CMS (DatoCMS)</td><td>1259</td></tr><tr><td>CMS (DedeCMS)</td><td>74</td></tr><tr><td>CMS (Directus)</td><td>8</td></tr><tr><td>CMS (Django CMS)</td><td>86</td></tr><tr><td>CMS (Dotclear)</td><td>4</td></tr><tr><td>CMS (Drupal)</td><td>124361</td></tr><tr><td>CMS (Duda)</td><td>248238</td></tr><tr><td>CMS (Dynamicweb)</td><td>1729</td></tr><tr><td>CMS (E-monsite)</td><td>952</td></tr><tr><td>CMS (ERPNext)</td><td>52</td></tr><tr><td>CMS (Ebasnet)</td><td>133</td></tr><tr><td>CMS (Ektron CMS)</td><td>150</td></tr><tr><td>CMS (Elcom)</td><td>23</td></tr><tr><td>CMS (Eleanor CMS)</td><td>2</td></tr><tr><td>CMS (Essent SiteBuilder Pro)</td><td>3</td></tr><tr><td>CMS (ExpressionEngine)</td><td>7521</td></tr><tr><td>CMS (Flazio)</td><td>1366</td></tr><tr><td>CMS (FlexCMP)</td><td>89</td></tr><tr><td>CMS (Fork CMS)</td><td>552</td></tr><tr><td>CMS (GX WebManager)</td><td>21</td></tr><tr><td>CMS (GetSimple CMS)</td><td>414</td></tr><tr><td>CMS (Ghost)</td><td>1085</td></tr><tr><td>CMS (Gnuboard)</td><td>301</td></tr><tr><td>CMS (GoDaddy Website Builder)</td><td>201153</td></tr><tr><td>CMS (Google My Business)</td><td>847</td></tr><tr><td>CMS (Google Sites)</td><td>25791</td></tr><tr><td>CMS (Graffiti CMS)</td><td>8</td></tr><tr><td>CMS (GraphCMS)</td><td>18</td></tr><tr><td>CMS (Grav)</td><td>2487</td></tr><tr><td>CMS (Green Valley CMS)</td><td>71</td></tr><tr><td>CMS (Griddo)</td><td>8</td></tr><tr><td>CMS (HCL Digital Experience)</td><td>163</td></tr><tr><td>CMS (Halo)</td><td>5</td></tr><tr><td>CMS (Hatena Blog)</td><td>12</td></tr><tr><td>CMS (HubSpot CMS Hub)</td><td>12268</td></tr><tr><td>CMS (ISAY)</td><td>3</td></tr><tr><td>CMS (Ibexa DXP )</td><td>138</td></tr><tr><td>CMS (ImpressCMS)</td><td>10</td></tr><tr><td>CMS (ImpressPages)</td><td>408</td></tr><tr><td>CMS (Indexhibit)</td><td>274</td></tr><tr><td>CMS (InstantCMS)</td><td>10</td></tr><tr><td>CMS (Jahia DX)</td><td>29</td></tr><tr><td>CMS (Jalios)</td><td>48</td></tr><tr><td>CMS (Jimdo)</td><td>62806</td></tr><tr><td>CMS (Joomla)</td><td>265591</td></tr><tr><td>CMS (JouwWeb)</td><td>14875</td></tr><tr><td>CMS (K-Sup)</td><td>42</td></tr><tr><td>CMS (Kentico CMS)</td><td>10031</td></tr><tr><td>CMS (Koala Framework)</td><td>26</td></tr><tr><td>CMS (Koken)</td><td>242</td></tr><tr><td>CMS (Kontent.ai)</td><td>365</td></tr><tr><td>CMS (Kooboo CMS)</td><td>152</td></tr><tr><td>CMS (Kotisivukone)</td><td>2972</td></tr><tr><td>CMS (LEPTON)</td><td>24</td></tr><tr><td>CMS (Lede)</td><td>6</td></tr><tr><td>CMS (Lieferando)</td><td>2293</td></tr><tr><td>CMS (Liferay)</td><td>3905</td></tr><tr><td>CMS (Lithium)</td><td>2</td></tr><tr><td>CMS (Live Story)</td><td>78</td></tr><tr><td>CMS (LiveStreet CMS)</td><td>2</td></tr><tr><td>CMS (LocomotiveCMS)</td><td>394</td></tr><tr><td>CMS (MODX)</td><td>3491</td></tr><tr><td>CMS (Mambo)</td><td>83</td></tr><tr><td>CMS (Marketpath CMS)</td><td>82</td></tr><tr><td>CMS (MaxSite CMS)</td><td>1</td></tr><tr><td>CMS (Megagroup CMS.S3)</td><td>41</td></tr><tr><td>CMS (Melis Platform)</td><td>6</td></tr><tr><td>CMS (MemberStack)</td><td>485</td></tr><tr><td>CMS (Microsoft SharePoint)</td><td>1957</td></tr><tr><td>CMS (Milestone CMS)</td><td>626</td></tr><tr><td>CMS (Moguta.CMS)</td><td>8</td></tr><tr><td>CMS (Mono.net)</td><td>31023</td></tr><tr><td>CMS (MotoCMS)</td><td>3674</td></tr><tr><td>CMS (Movable Type)</td><td>73</td></tr><tr><td>CMS (Mozard Suite)</td><td>2</td></tr><tr><td>CMS (Mura CMS)</td><td>551</td></tr><tr><td>CMS (NationBuilder)</td><td>724</td></tr><tr><td>CMS (Neos CMS)</td><td>1756</td></tr><tr><td>CMS (Nukeviet CMS)</td><td>16</td></tr><tr><td>CMS (October CMS)</td><td>20642</td></tr><tr><td>CMS (Odoo)</td><td>4934</td></tr><tr><td>CMS (Omeka)</td><td>20</td></tr><tr><td>CMS (Omni CMS)</td><td>419</td></tr><tr><td>CMS (Omurga Sistemi)</td><td>2</td></tr><tr><td>CMS (OpenCities)</td><td>166</td></tr><tr><td>CMS (OpenCms)</td><td>801</td></tr><tr><td>CMS (OpenElement)</td><td>693</td></tr><tr><td>CMS (OpenNemas)</td><td>41</td></tr><tr><td>CMS (Optimizely Content Management)</td><td>3921</td></tr><tr><td>CMS (Orchard Core)</td><td>2381</td></tr><tr><td>CMS (PHP-Nuke)</td><td>52</td></tr><tr><td>CMS (PHPFusion)</td><td>143</td></tr><tr><td>CMS (Pagekit)</td><td>209</td></tr><tr><td>CMS (Pagevamp)</td><td>71</td></tr><tr><td>CMS (PencilBlue)</td><td>6</td></tr><tr><td>CMS (Percussion)</td><td>6</td></tr><tr><td>CMS (Phoenix Site)</td><td>1244</td></tr><tr><td>CMS (PhotoShelter)</td><td>680</td></tr><tr><td>CMS (Pimcore)</td><td>3783</td></tr><tr><td>CMS (Pixieset Website)</td><td>895</td></tr><tr><td>CMS (PizzaNetz)</td><td>4</td></tr><tr><td>CMS (PlatformOS)</td><td>229</td></tr><tr><td>CMS (Pligg)</td><td>1</td></tr><tr><td>CMS (Plone)</td><td>1951</td></tr><tr><td>CMS (Popmenu)</td><td>1</td></tr><tr><td>CMS (Posterous)</td><td>2</td></tr><tr><td>CMS (Prepr)</td><td>24</td></tr><tr><td>CMS (Prismic)</td><td>2676</td></tr><tr><td>CMS (ProcessWire)</td><td>7365</td></tr><tr><td>CMS (Proximis Unified Commerce)</td><td>1</td></tr><tr><td>CMS (PubLive)</td><td>1</td></tr><tr><td>CMS (Public CMS)</td><td>1</td></tr><tr><td>CMS (PyroCMS)</td><td>600</td></tr><tr><td>CMS (Quick.CMS)</td><td>903</td></tr><tr><td>CMS (Quintype)</td><td>28</td></tr><tr><td>CMS (RBS Change)</td><td>11</td></tr><tr><td>CMS (RCMS)</td><td>421</td></tr><tr><td>CMS (REDAXO)</td><td>3</td></tr><tr><td>CMS (React Bricks)</td><td>9</td></tr><tr><td>CMS (Reactive)</td><td>17</td></tr><tr><td>CMS (Roadiz CMS)</td><td>23</td></tr><tr><td>CMS (RockRMS)</td><td>169</td></tr><tr><td>CMS (SDL Tridion)</td><td>488</td></tr><tr><td>CMS (SIDEARM Sports)</td><td>724</td></tr><tr><td>CMS (SIMsite)</td><td>3</td></tr><tr><td>CMS (SPIP)</td><td>2332</td></tr><tr><td>CMS (Sanity)</td><td>2871</td></tr><tr><td>CMS (Sapren)</td><td>1</td></tr><tr><td>CMS (Sarka-SPIP)</td><td>32</td></tr><tr><td>CMS (Scorpion)</td><td>4778</td></tr><tr><td>CMS (Scrivito)</td><td>104</td></tr><tr><td>CMS (Serendipity)</td><td>35</td></tr><tr><td>CMS (Shift4Shop)</td><td>1883</td></tr><tr><td>CMS (Shuttle)</td><td>385</td></tr><tr><td>CMS (SilverStripe)</td><td>5991</td></tr><tr><td>CMS (Simplébo)</td><td>501</td></tr><tr><td>CMS (SiteEdit)</td><td>3</td></tr><tr><td>CMS (SiteManager)</td><td>896</td></tr><tr><td>CMS (Sitecore)</td><td>11132</td></tr><tr><td>CMS (Sitefinity)</td><td>4011</td></tr><tr><td>CMS (Siteglide)</td><td>191</td></tr><tr><td>CMS (Sitepark IES)</td><td>11</td></tr><tr><td>CMS (Sitepark InfoSite)</td><td>3</td></tr><tr><td>CMS (Sitevision CMS)</td><td>974</td></tr><tr><td>CMS (Sivuviidakko)</td><td>3</td></tr><tr><td>CMS (Skilldo)</td><td>125</td></tr><tr><td>CMS (Skolengo)</td><td>3240</td></tr><tr><td>CMS (SmartSite)</td><td>11</td></tr><tr><td>CMS (Smartstore Page Builder)</td><td>58</td></tr><tr><td>CMS (Solodev)</td><td>33</td></tr><tr><td>CMS (Squarespace)</td><td>361017</td></tr><tr><td>CMS (Squiz Matrix)</td><td>297</td></tr><tr><td>CMS (Statamic)</td><td>2279</td></tr><tr><td>CMS (Storyblok)</td><td>1874</td></tr><tr><td>CMS (Strapi)</td><td>48</td></tr><tr><td>CMS (Strato Website)</td><td>32805</td></tr><tr><td>CMS (Strikingly)</td><td>4063</td></tr><tr><td>CMS (Subrion)</td><td>50</td></tr><tr><td>CMS (Sulu)</td><td>763</td></tr><tr><td>CMS (TN Express Web)</td><td>9</td></tr><tr><td>CMS (TYPO3 CMS)</td><td>97885</td></tr><tr><td>CMS (Telescope)</td><td>8</td></tr><tr><td>CMS (Textpattern CMS)</td><td>156</td></tr><tr><td>CMS (Thelia)</td><td>131</td></tr><tr><td>CMS (TiddlyWiki)</td><td>8</td></tr><tr><td>CMS (Tiki Wiki CMS Groupware)</td><td>154</td></tr><tr><td>CMS (Tilda)</td><td>2414</td></tr><tr><td>CMS (TownNews)</td><td>1560</td></tr><tr><td>CMS (Twilight CMS)</td><td>2</td></tr><tr><td>CMS (UMI.CMS)</td><td>32</td></tr><tr><td>CMS (Umbraco)</td><td>10136</td></tr><tr><td>CMS (Unicorn Platform)</td><td>60</td></tr><tr><td>CMS (VIVVO)</td><td>13</td></tr><tr><td>CMS (Varbase)</td><td>370</td></tr><tr><td>CMS (Vigbo)</td><td>65</td></tr><tr><td>CMS (Vignette)</td><td>9</td></tr><tr><td>CMS (Voog.com Website Builder)</td><td>1420</td></tr><tr><td>CMS (WHMCS)</td><td>630</td></tr><tr><td>CMS (Wagtail)</td><td>3474</td></tr><tr><td>CMS (WebGUI)</td><td>91</td></tr><tr><td>CMS (WebNode)</td><td>24541</td></tr><tr><td>CMS (WebZi)</td><td>13</td></tr><tr><td>CMS (Weblication)</td><td>2601</td></tr><tr><td>CMS (Weblium)</td><td>219</td></tr><tr><td>CMS (WebsPlanet)</td><td>1881</td></tr><tr><td>CMS (Website Creator)</td><td>557</td></tr><tr><td>CMS (WebsiteBaker)</td><td>93</td></tr><tr><td>CMS (Weebly)</td><td>121584</td></tr><tr><td>CMS (Wix)</td><td>631828</td></tr><tr><td>CMS (Wolf CMS)</td><td>5</td></tr><tr><td>CMS (Woltlab Community Framework)</td><td>149</td></tr><tr><td>CMS (WordPress)</td><td>4495042</td></tr><tr><td>CMS (XOOPS)</td><td>120</td></tr><tr><td>CMS (XpressEngine)</td><td>107</td></tr><tr><td>CMS (a-blog cms)</td><td>15</td></tr><tr><td>CMS (e107)</td><td>320</td></tr><tr><td>CMS (eSyndiCat)</td><td>6</td></tr><tr><td>CMS (eZ Platform)</td><td>131</td></tr><tr><td>CMS (eZ Publish)</td><td>1275</td></tr><tr><td>CMS (enduro.js)</td><td>8</td></tr><tr><td>CMS (imperia CMS)</td><td>148</td></tr><tr><td>CMS (microCMS)</td><td>5</td></tr><tr><td>CMS (onpublix)</td><td>690</td></tr><tr><td>CMS (papaya CMS)</td><td>3</td></tr><tr><td>CMS (phpRS)</td><td>44</td></tr><tr><td>CMS (phpSQLiteCMS)</td><td>10</td></tr><tr><td>CMS (pirobase CMS)</td><td>11</td></tr><tr><td>CMS (sNews)</td><td>47</td></tr><tr><td>CMS (uKnowva)</td><td>1</td></tr><tr><td>CMS (webEdition)</td><td>1829</td></tr><tr><td>CMS (wisyCMS)</td><td>9</td></tr><tr><td>CRM (Anthology Encompass)</td><td>235</td></tr><tr><td>CRM (Astute Solutions)</td><td>1042</td></tr><tr><td>CRM (Bigin)</td><td>5</td></tr><tr><td>CRM (Bitrix24)</td><td>1282</td></tr><tr><td>CRM (Channel.io)</td><td>66</td></tr><tr><td>CRM (CiviCRM)</td><td>582</td></tr><tr><td>CRM (DX1)</td><td>655</td></tr><tr><td>CRM (Dito)</td><td>4</td></tr><tr><td>CRM (Ellucian CRM Recruit)</td><td>110</td></tr><tr><td>CRM (Freshworks CRM)</td><td>989</td></tr><tr><td>CRM (GLPI)</td><td>7</td></tr><tr><td>CRM (Gladly)</td><td>121</td></tr><tr><td>CRM (HappyFox Helpdesk)</td><td>1</td></tr><tr><td>CRM (Hi Platform)</td><td>1</td></tr><tr><td>CRM (Infoset)</td><td>2</td></tr><tr><td>CRM (Insightly CRM)</td><td>140</td></tr><tr><td>CRM (Intercom)</td><td>11463</td></tr><tr><td>CRM (Kapture CRM)</td><td>5</td></tr><tr><td>CRM (Keap)</td><td>2709</td></tr><tr><td>CRM (Koala)</td><td>61</td></tr><tr><td>CRM (Kustomer)</td><td>168</td></tr><tr><td>CRM (LiveHelp)</td><td>44</td></tr><tr><td>CRM (MDS Brand)</td><td>25</td></tr><tr><td>CRM (NationBuilder)</td><td>724</td></tr><tr><td>CRM (Neon CRM)</td><td>1547</td></tr><tr><td>CRM (OperateBeyond)</td><td>589</td></tr><tr><td>CRM (Perfex CRM)</td><td>9</td></tr><tr><td>CRM (Pico)</td><td>107</td></tr><tr><td>CRM (Pipedrive)</td><td>1461</td></tr><tr><td>CRM (Q4)</td><td>366</td></tr><tr><td>CRM (Richpanel)</td><td>186</td></tr><tr><td>CRM (SAP)</td><td>4</td></tr><tr><td>CRM (Salesforce Desk)</td><td>3</td></tr><tr><td>CRM (Salesforce Service Cloud)</td><td>10628</td></tr><tr><td>CRM (Salesforce)</td><td>12939</td></tr><tr><td>CRM (Sellsy)</td><td>35</td></tr><tr><td>CRM (Siteglide)</td><td>191</td></tr><tr><td>CRM (Slate)</td><td>28</td></tr><tr><td>CRM (Tessitura)</td><td>9</td></tr><tr><td>CRM (Virtuagym)</td><td>276</td></tr><tr><td>CRM (Vtiger)</td><td>22</td></tr><tr><td>CRM (WoowUp)</td><td>10</td></tr><tr><td>CRM (Zoho)</td><td>3503</td></tr><tr><td>CRM (amoCRM)</td><td>102</td></tr><tr><td>CRM (eShopCRM)</td><td>1168</td></tr><tr><td>CRM (vcita)</td><td>2396</td></tr><tr><td>Caching (Azure CDN)</td><td>2774</td></tr><tr><td>Caching (Google PageSpeed)</td><td>39742</td></tr><tr><td>Caching (NitroPack)</td><td>15741</td></tr><tr><td>Caching (Oracle Web Cache)</td><td>14</td></tr><tr><td>Caching (RackCache)</td><td>7544</td></tr><tr><td>Caching (Redis Object Cache)</td><td>13590</td></tr><tr><td>Caching (Varnish)</td><td>323008</td></tr><tr><td>Caching (W3 Total Cache)</td><td>151522</td></tr><tr><td>Caching (WP Rocket)</td><td>357772</td></tr><tr><td>Caching (WordPress Super Cache)</td><td>146152</td></tr><tr><td>Caching (wpCache)</td><td>1229</td></tr><tr><td>Cart abandonment (Barilliance)</td><td>7</td></tr><tr><td>Cart abandonment (BiteSpeed)</td><td>52</td></tr><tr><td>Cart abandonment (CareCart)</td><td>236</td></tr><tr><td>Cart abandonment (CartStack)</td><td>772</td></tr><tr><td>Cart abandonment (Jilt App)</td><td>372</td></tr><tr><td>Cart abandonment (Jilt plugin)</td><td>24</td></tr><tr><td>Cart abandonment (Justuno)</td><td>2299</td></tr><tr><td>Cart abandonment (Keptify)</td><td>28</td></tr><tr><td>Cart abandonment (OptiMonk)</td><td>3805</td></tr><tr><td>Cart abandonment (PushDaddy Whatsapp Chat)</td><td>467</td></tr><tr><td>Cart abandonment (PushOwl Web Push Notifications)</td><td>2078</td></tr><tr><td>Cart abandonment (Recapture)</td><td>94</td></tr><tr><td>Cart abandonment (Recart)</td><td>110</td></tr><tr><td>Cart abandonment (SpurIT Abandoned Cart Reminder)</td><td>19</td></tr><tr><td>Cart abandonment (UpSellit)</td><td>845</td></tr><tr><td>Comment systems (Disqus)</td><td>5012</td></tr><tr><td>Comment systems (IntenseDebate)</td><td>77</td></tr><tr><td>Comment systems (Livefyre)</td><td>105927</td></tr><tr><td>Comment systems (Question2Answer)</td><td>4</td></tr><tr><td>Comment systems (Vuukle)</td><td>10</td></tr><tr><td>Containers (Docker)</td><td>1491</td></tr><tr><td>Containers (Harbor)</td><td>2</td></tr><tr><td>Content curation (Bazaarvoice Curation)</td><td>397</td></tr><tr><td>Content curation (ContentStudio)</td><td>118</td></tr><tr><td>Content curation (Contently)</td><td>19</td></tr><tr><td>Content curation (Covet.pics)</td><td>1995</td></tr><tr><td>Content curation (Foursixty)</td><td>664</td></tr><tr><td>Content curation (Letro)</td><td>2</td></tr><tr><td>Content curation (MadCap Software)</td><td>6</td></tr><tr><td>Content curation (Nosto Visual UGC)</td><td>178</td></tr><tr><td>Content curation (Olapic)</td><td>56</td></tr><tr><td>Content curation (Photoslurp)</td><td>168</td></tr><tr><td>Content curation (Pixlee TurnTo)</td><td>343</td></tr><tr><td>Content curation (Scoop.it)</td><td>197</td></tr><tr><td>Content curation (Sniply)</td><td>25</td></tr><tr><td>Content curation (StoryStream)</td><td>65</td></tr><tr><td>Content curation (Tagboard)</td><td>44</td></tr><tr><td>Content curation (Tagembed)</td><td>2001</td></tr><tr><td>Cookie compliance (2B Advice)</td><td>136</td></tr><tr><td>Cookie compliance (Acconsento.click)</td><td>335</td></tr><tr><td>Cookie compliance (AdOpt)</td><td>60</td></tr><tr><td>Cookie compliance (AdRoll CMP System)</td><td>23049</td></tr><tr><td>Cookie compliance (Axeptio)</td><td>11275</td></tr><tr><td>Cookie compliance (Borlabs Cookie)</td><td>92360</td></tr><tr><td>Cookie compliance (CIVIC)</td><td>5660</td></tr><tr><td>Cookie compliance (Clarip)</td><td>83</td></tr><tr><td>Cookie compliance (Commanders Act TrustCommander)</td><td>1057</td></tr><tr><td>Cookie compliance (Complianz)</td><td>166797</td></tr><tr><td>Cookie compliance (Conversant Consent Tool)</td><td>37</td></tr><tr><td>Cookie compliance (Cookie Information plugin)</td><td>19521</td></tr><tr><td>Cookie compliance (Cookie Information)</td><td>34736</td></tr><tr><td>Cookie compliance (Cookie Notice)</td><td>193826</td></tr><tr><td>Cookie compliance (Cookie Script)</td><td>18888</td></tr><tr><td>Cookie compliance (CookieFirst)</td><td>6878</td></tr><tr><td>Cookie compliance (CookieHub)</td><td>5702</td></tr><tr><td>Cookie compliance (CookieYes)</td><td>386152</td></tr><tr><td>Cookie compliance (Cookiebot)</td><td>163877</td></tr><tr><td>Cookie compliance (Didomi)</td><td>7852</td></tr><tr><td>Cookie compliance (Efilli)</td><td>28</td></tr><tr><td>Cookie compliance (Evidon)</td><td>1094</td></tr><tr><td>Cookie compliance (Funding Choices)</td><td>9741</td></tr><tr><td>Cookie compliance (HubSpot Cookie Policy Banner)</td><td>14732</td></tr><tr><td>Cookie compliance (HulkApps GDPR/CCPA Compliance Manager)</td><td>343</td></tr><tr><td>Cookie compliance (Ketch)</td><td>209</td></tr><tr><td>Cookie compliance (Klaro)</td><td>13917</td></tr><tr><td>Cookie compliance (Legal Monster)</td><td>338</td></tr><tr><td>Cookie compliance (LiveRamp PCM)</td><td>1238</td></tr><tr><td>Cookie compliance (Monsido)</td><td>2616</td></tr><tr><td>Cookie compliance (Moove GDPR Consent)</td><td>65236</td></tr><tr><td>Cookie compliance (OneTrust)</td><td>75731</td></tr><tr><td>Cookie compliance (Osano)</td><td>134959</td></tr><tr><td>Cookie compliance (Q4 Cookie Monster)</td><td>33</td></tr><tr><td>Cookie compliance (Quantcast Choice)</td><td>2092</td></tr><tr><td>Cookie compliance (Seers)</td><td>164</td></tr><tr><td>Cookie compliance (Segment Consent Manager )</td><td>2133</td></tr><tr><td>Cookie compliance (Shopify Consent Management)</td><td>1003</td></tr><tr><td>Cookie compliance (Sirdata)</td><td>1586</td></tr><tr><td>Cookie compliance (Sourcepoint)</td><td>133</td></tr><tr><td>Cookie compliance (Spatie Laravel Cookie Consent)</td><td>2719</td></tr><tr><td>Cookie compliance (TRUENDO)</td><td>637</td></tr><tr><td>Cookie compliance (Tealium Consent Management)</td><td>8806</td></tr><tr><td>Cookie compliance (Termly)</td><td>3993</td></tr><tr><td>Cookie compliance (Transcend)</td><td>1006</td></tr><tr><td>Cookie compliance (TrustArc)</td><td>5048</td></tr><tr><td>Cookie compliance (Ultimate GDPR & CCPA)</td><td>4206</td></tr><tr><td>Cookie compliance (Uniconsent)</td><td>52</td></tr><tr><td>Cookie compliance (Usercentrics)</td><td>68289</td></tr><tr><td>Cookie compliance (Yett)</td><td>3521</td></tr><tr><td>Cookie compliance (clickio)</td><td>91</td></tr><tr><td>Cookie compliance (eucookie.eu)</td><td>174</td></tr><tr><td>Cookie compliance (iubenda)</td><td>86935</td></tr><tr><td>Cookie compliance (snigel AdConsent)</td><td>37</td></tr><tr><td>Cross border ecommerce (Borderfree)</td><td>27</td></tr><tr><td>Cross border ecommerce (ESW)</td><td>35</td></tr><tr><td>Cross border ecommerce (Exemptify)</td><td>258</td></tr><tr><td>Cross border ecommerce (Flow)</td><td>11</td></tr><tr><td>Cross border ecommerce (Global-e)</td><td>794</td></tr><tr><td>Cross border ecommerce (GlobalShopex)</td><td>32</td></tr><tr><td>Cross border ecommerce (Glopal)</td><td>392</td></tr><tr><td>Cross border ecommerce (ShopBase)</td><td>43</td></tr><tr><td>Cross border ecommerce (With Reach)</td><td>12</td></tr><tr><td>Cross border ecommerce (WorldShopping)</td><td>41</td></tr><tr><td>Cross border ecommerce (Zonos)</td><td>901</td></tr><tr><td>Cryptominers (CoinHive Captcha)</td><td>6</td></tr><tr><td>Cryptominers (CoinHive)</td><td>13</td></tr><tr><td>Cryptominers (Coinhave)</td><td>2</td></tr><tr><td>Cryptominers (Coinimp)</td><td>74</td></tr><tr><td>Cryptominers (Crypto-Loot)</td><td>3</td></tr><tr><td>Cryptominers (JSEcoin)</td><td>6</td></tr><tr><td>Cryptominers (Minero.cc)</td><td>2</td></tr><tr><td>Customer data platform (Acquia Customer Data Platform)</td><td>14</td></tr><tr><td>Customer data platform (Adobe Experience Platform Identity Service)</td><td>37131</td></tr><tr><td>Customer data platform (Antsomi CDP 365)</td><td>3</td></tr><tr><td>Customer data platform (BlueConic)</td><td>769</td></tr><tr><td>Customer data platform (ChurnZero)</td><td>8</td></tr><tr><td>Customer data platform (Cooladata)</td><td>864</td></tr><tr><td>Customer data platform (Emarsys)</td><td>865</td></tr><tr><td>Customer data platform (Exponea)</td><td>559</td></tr><tr><td>Customer data platform (FirstHive)</td><td>5</td></tr><tr><td>Customer data platform (Insider)</td><td>352</td></tr><tr><td>Customer data platform (Listrak)</td><td>814</td></tr><tr><td>Customer data platform (Lytics)</td><td>249</td></tr><tr><td>Customer data platform (Netcore Cloud)</td><td>82</td></tr><tr><td>Customer data platform (Ometria)</td><td>234</td></tr><tr><td>Customer data platform (Optimove)</td><td>39</td></tr><tr><td>Customer data platform (PriceSpider)</td><td>672</td></tr><tr><td>Customer data platform (Rudderstack)</td><td>408</td></tr><tr><td>Customer data platform (SALESmanago)</td><td>1792</td></tr><tr><td>Customer data platform (Salesforce Audience Studio)</td><td>1698</td></tr><tr><td>Customer data platform (Segment)</td><td>15428</td></tr><tr><td>Customer data platform (Simon)</td><td>99</td></tr><tr><td>Customer data platform (Sirdata)</td><td>1586</td></tr><tr><td>Customer data platform (Squeezely)</td><td>537</td></tr><tr><td>Customer data platform (Sub2Tech)</td><td>78</td></tr><tr><td>Customer data platform (Tail)</td><td>20</td></tr><tr><td>Customer data platform (Tealium)</td><td>32542</td></tr><tr><td>Customer data platform (Totango)</td><td>1</td></tr><tr><td>Customer data platform (Treasure Data)</td><td>530</td></tr><tr><td>Customer data platform (Userpilot)</td><td>17</td></tr><tr><td>Customer data platform (Zeotap)</td><td>276</td></tr><tr><td>Customer data platform (eSputnik)</td><td>59</td></tr><tr><td>Customer data platform (inSided)</td><td>1</td></tr><tr><td>Customer data platform (mParticle)</td><td>2326</td></tr><tr><td>DMS (Invenio)</td><td>1</td></tr><tr><td>DMS (Koha)</td><td>5</td></tr><tr><td>DMS (Open Journal Systems)</td><td>154</td></tr><tr><td>DMS (uKnowva)</td><td>1</td></tr><tr><td>Database managers (Adminer)</td><td>34</td></tr><tr><td>Database managers (phpMyAdmin)</td><td>1414</td></tr><tr><td>Database managers (phpPgAdmin)</td><td>1</td></tr><tr><td>Databases (Claris FileMaker)</td><td>1</td></tr><tr><td>Databases (Firebase)</td><td>32402</td></tr><tr><td>Databases (Lucene)</td><td>15</td></tr><tr><td>Databases (MariaDB)</td><td>22244</td></tr><tr><td>Databases (MongoDB)</td><td>1461</td></tr><tr><td>Databases (MySQL)</td><td>4729993</td></tr><tr><td>Databases (PostgreSQL)</td><td>5042</td></tr><tr><td>Databases (Redis)</td><td>13633</td></tr><tr><td>Databases (SQLite)</td><td>87</td></tr><tr><td>Databases (Solr)</td><td>4</td></tr><tr><td>Databases (Virtuoso)</td><td>2</td></tr><tr><td>Development (Atlassian Bitbucket)</td><td>18</td></tr><tr><td>Development (Atlassian FishEye)</td><td>1</td></tr><tr><td>Development (Atlassian Jira Issue Collector)</td><td>90</td></tr><tr><td>Development (Betty Blocks)</td><td>3</td></tr><tr><td>Development (Clockwork)</td><td>110</td></tr><tr><td>Development (EasyEngine)</td><td>578</td></tr><tr><td>Development (Emotion)</td><td>36851</td></tr><tr><td>Development (Firebase)</td><td>32402</td></tr><tr><td>Development (Gerrit)</td><td>1</td></tr><tr><td>Development (GitLab)</td><td>107</td></tr><tr><td>Development (Gitea)</td><td>19</td></tr><tr><td>Development (Gogs)</td><td>5</td></tr><tr><td>Development (JSS)</td><td>9042</td></tr><tr><td>Development (Jahia DX)</td><td>29</td></tr><tr><td>Development (Microsoft Visual Studio)</td><td>1243</td></tr><tr><td>Development (OutSystems)</td><td>43</td></tr><tr><td>Development (PHPDebugBar)</td><td>688</td></tr><tr><td>Development (Replit)</td><td>8</td></tr><tr><td>Development (SlickStack)</td><td>28</td></tr><tr><td>Development (SonarQubes)</td><td>6</td></tr><tr><td>Development (Stitches)</td><td>301</td></tr><tr><td>Development (Storybook)</td><td>19</td></tr><tr><td>Development (git)</td><td>7</td></tr><tr><td>Development (gitweb)</td><td>3</td></tr><tr><td>Development (styled-components)</td><td>44669</td></tr><tr><td>Digital asset management (Adobe Dynamic Media Classic)</td><td>1699</td></tr><tr><td>Digital asset management (Aprimo)</td><td>186</td></tr><tr><td>Digital asset management (Arc XP)</td><td>256</td></tr><tr><td>Digital asset management (Bluestone PIM)</td><td>11</td></tr><tr><td>Digital asset management (Brandfolder)</td><td>49</td></tr><tr><td>Digital asset management (Canto)</td><td>152</td></tr><tr><td>Digital asset management (Celum)</td><td>97</td></tr><tr><td>Digital asset management (Censhare)</td><td>12</td></tr><tr><td>Digital asset management (Cloudimage)</td><td>3374</td></tr><tr><td>Digital asset management (Cloudinary)</td><td>30353</td></tr><tr><td>Digital asset management (CoreMedia Content Cloud)</td><td>202</td></tr><tr><td>Digital asset management (Frontify)</td><td>75</td></tr><tr><td>Digital asset management (Image Relay)</td><td>38</td></tr><tr><td>Digital asset management (Imgix)</td><td>15187</td></tr><tr><td>Digital asset management (Nextcloud)</td><td>158</td></tr><tr><td>Digital asset management (PhotoShelter for Brands)</td><td>530</td></tr><tr><td>Digital asset management (Picturepark)</td><td>15</td></tr><tr><td>Digital asset management (Salsify)</td><td>79</td></tr><tr><td>Digital asset management (THRON)</td><td>47</td></tr><tr><td>Digital asset management (Zmags Creator)</td><td>89</td></tr><tr><td>Documentation (Adobe RoboHelp)</td><td>10</td></tr><tr><td>Documentation (Asciidoctor)</td><td>13</td></tr><tr><td>Documentation (BetterDocs)</td><td>702</td></tr><tr><td>Documentation (BookStack)</td><td>12</td></tr><tr><td>Documentation (DocFX)</td><td>2</td></tr><tr><td>Documentation (Docusaurus)</td><td>283</td></tr><tr><td>Documentation (Doxygen)</td><td>1</td></tr><tr><td>Documentation (GitBook)</td><td>17</td></tr><tr><td>Documentation (HelpDocs)</td><td>10</td></tr><tr><td>Documentation (Intercom Articles)</td><td>2</td></tr><tr><td>Documentation (MkDocs)</td><td>81</td></tr><tr><td>Documentation (Obsidian Publish)</td><td>6</td></tr><tr><td>Documentation (ReDoc)</td><td>5</td></tr><tr><td>Documentation (Sphinx)</td><td>66</td></tr><tr><td>Documentation (Support Hero)</td><td>27</td></tr><tr><td>Documentation (Swagger UI)</td><td>27</td></tr><tr><td>Documentation (TiddlyWiki)</td><td>8</td></tr><tr><td>Documentation (Wiki.js)</td><td>11</td></tr><tr><td>Documentation (YUI Doc)</td><td>227</td></tr><tr><td>Documentation (Zendesk)</td><td>13309</td></tr><tr><td>Documentation (mdBook)</td><td>3</td></tr><tr><td>Domain parking (Arsys Domain Parking)</td><td>2400</td></tr><tr><td>Domain parking (GoDaddy Domain Parking)</td><td>225174</td></tr><tr><td>Ecommerce (1C-Bitrix)</td><td>1612</td></tr><tr><td>Ecommerce (ARI Network Services)</td><td>1</td></tr><tr><td>Ecommerce (Abicart)</td><td>1</td></tr><tr><td>Ecommerce (Accesso)</td><td>195</td></tr><tr><td>Ecommerce (Aero Commerce)</td><td>57</td></tr><tr><td>Ecommerce (Afosto)</td><td>59</td></tr><tr><td>Ecommerce (AfterBuy)</td><td>88</td></tr><tr><td>Ecommerce (Akilli Ticaret)</td><td>1</td></tr><tr><td>Ecommerce (Amazon Webstore)</td><td>2373</td></tr><tr><td>Ecommerce (AptusShop)</td><td>50</td></tr><tr><td>Ecommerce (Arastta)</td><td>9</td></tr><tr><td>Ecommerce (BSmart)</td><td>10</td></tr><tr><td>Ecommerce (Base)</td><td>17</td></tr><tr><td>Ecommerce (Big Cartel)</td><td>670</td></tr><tr><td>Ecommerce (BigCommerce)</td><td>14609</td></tr><tr><td>Ecommerce (Bigware)</td><td>6</td></tr><tr><td>Ecommerce (Bizweb)</td><td>17</td></tr><tr><td>Ecommerce (Blesta)</td><td>9</td></tr><tr><td>Ecommerce (Bootic)</td><td>1</td></tr><tr><td>Ecommerce (Botble CMS)</td><td>130</td></tr><tr><td>Ecommerce (Brownie)</td><td>30</td></tr><tr><td>Ecommerce (Bsale)</td><td>47</td></tr><tr><td>Ecommerce (CCV Shop)</td><td>1627</td></tr><tr><td>Ecommerce (CS Cart)</td><td>1651</td></tr><tr><td>Ecommerce (Cafe24)</td><td>176</td></tr><tr><td>Ecommerce (Cart Functionality)</td><td>1322835</td></tr><tr><td>Ecommerce (Cart.com)</td><td>377</td></tr><tr><td>Ecommerce (Centra)</td><td>107</td></tr><tr><td>Ecommerce (Chameleon system)</td><td>17</td></tr><tr><td>Ecommerce (City Hive)</td><td>12</td></tr><tr><td>Ecommerce (CloudCart)</td><td>341</td></tr><tr><td>Ecommerce (CloudSuite)</td><td>8</td></tr><tr><td>Ecommerce (ColorMeShop)</td><td>148</td></tr><tr><td>Ecommerce (Commerce Server)</td><td>37</td></tr><tr><td>Ecommerce (Commerce7)</td><td>631</td></tr><tr><td>Ecommerce (Commercelayer)</td><td>8</td></tr><tr><td>Ecommerce (Correos Ecommerce)</td><td>3</td></tr><tr><td>Ecommerce (Cosmoshop)</td><td>5</td></tr><tr><td>Ecommerce (Craft Commerce)</td><td>884</td></tr><tr><td>Ecommerce (Cratejoy)</td><td>40</td></tr><tr><td>Ecommerce (Crystallize)</td><td>6</td></tr><tr><td>Ecommerce (CubeCart)</td><td>280</td></tr><tr><td>Ecommerce (Digital Showroom)</td><td>6</td></tr><tr><td>Ecommerce (DigitalRiver)</td><td>5</td></tr><tr><td>Ecommerce (Dokan)</td><td>576</td></tr><tr><td>Ecommerce (Drupal Commerce)</td><td>989</td></tr><tr><td>Ecommerce (Dukaan)</td><td>11</td></tr><tr><td>Ecommerce (Dynamicweb)</td><td>1729</td></tr><tr><td>Ecommerce (EC-CUBE)</td><td>55</td></tr><tr><td>Ecommerce (EKM)</td><td>1775</td></tr><tr><td>Ecommerce (EasyDigitalDownloads)</td><td>2787</td></tr><tr><td>Ecommerce (EasyStore)</td><td>10</td></tr><tr><td>Ecommerce (Ecwid)</td><td>3271</td></tr><tr><td>Ecommerce (Elcodi)</td><td>9</td></tr><tr><td>Ecommerce (Essent SiteBuilder Pro)</td><td>3</td></tr><tr><td>Ecommerce (Estore Shopserve)</td><td>1</td></tr><tr><td>Ecommerce (Fast Checkout)</td><td>65</td></tr><tr><td>Ecommerce (Fastspring)</td><td>65</td></tr><tr><td>Ecommerce (Fbits)</td><td>4</td></tr><tr><td>Ecommerce (Food-Ordering.co.uk)</td><td>5</td></tr><tr><td>Ecommerce (Fortune3)</td><td>29</td></tr><tr><td>Ecommerce (Fourthwall)</td><td>5989</td></tr><tr><td>Ecommerce (Foxy.io)</td><td>631</td></tr><tr><td>Ecommerce (Freshop)</td><td>286</td></tr><tr><td>Ecommerce (FurnitureDealer)</td><td>100</td></tr><tr><td>Ecommerce (Future Shop)</td><td>17</td></tr><tr><td>Ecommerce (Fynd Platform)</td><td>4</td></tr><tr><td>Ecommerce (Gambio)</td><td>3152</td></tr><tr><td>Ecommerce (GoDaddy Online Store)</td><td>827</td></tr><tr><td>Ecommerce (Gomag)</td><td>480</td></tr><tr><td>Ecommerce (GrandNode)</td><td>27</td></tr><tr><td>Ecommerce (GrocerKey)</td><td>2</td></tr><tr><td>Ecommerce (Gumroad)</td><td>103</td></tr><tr><td>Ecommerce (HCL Commerce)</td><td>1659</td></tr><tr><td>Ecommerce (Haravan)</td><td>23</td></tr><tr><td>Ecommerce (IdoSell Shop)</td><td>418</td></tr><tr><td>Ecommerce (Ikas)</td><td>18</td></tr><tr><td>Ecommerce (Imweb)</td><td>72</td></tr><tr><td>Ecommerce (Intershop)</td><td>254</td></tr><tr><td>Ecommerce (Inventrue)</td><td>37</td></tr><tr><td>Ecommerce (Inveon)</td><td>10</td></tr><tr><td>Ecommerce (Irroba)</td><td>1</td></tr><tr><td>Ecommerce (J2Store)</td><td>2298</td></tr><tr><td>Ecommerce (JShop)</td><td>73</td></tr><tr><td>Ecommerce (JTL Shop)</td><td>4075</td></tr><tr><td>Ecommerce (Jetshop)</td><td>185</td></tr><tr><td>Ecommerce (JoomShopping)</td><td>244</td></tr><tr><td>Ecommerce (Jumpseller)</td><td>58</td></tr><tr><td>Ecommerce (Justo)</td><td>5</td></tr><tr><td>Ecommerce (KMK)</td><td>3</td></tr><tr><td>Ecommerce (KQS.store)</td><td>160</td></tr><tr><td>Ecommerce (Kajabi)</td><td>2366</td></tr><tr><td>Ecommerce (Kibo Commerce)</td><td>73</td></tr><tr><td>Ecommerce (KobiMaster)</td><td>2</td></tr><tr><td>Ecommerce (Kooomo)</td><td>12</td></tr><tr><td>Ecommerce (Lightspeed eCom)</td><td>5539</td></tr><tr><td>Ecommerce (LogiCommerce)</td><td>71</td></tr><tr><td>Ecommerce (Loja Integrada)</td><td>26</td></tr><tr><td>Ecommerce (Loja Virtual)</td><td>2</td></tr><tr><td>Ecommerce (Loja2)</td><td>1</td></tr><tr><td>Ecommerce (Magento)</td><td>35354</td></tr><tr><td>Ecommerce (MakeShop)</td><td>34</td></tr><tr><td>Ecommerce (MakeShopKorea)</td><td>2</td></tr><tr><td>Ecommerce (Melis Platform)</td><td>6</td></tr><tr><td>Ecommerce (Mercado Shops)</td><td>7</td></tr><tr><td>Ecommerce (Microsoft Dynamics 365 Commerce)</td><td>22</td></tr><tr><td>Ecommerce (Miva)</td><td>630</td></tr><tr><td>Ecommerce (Mobify)</td><td>345</td></tr><tr><td>Ecommerce (Modified)</td><td>70</td></tr><tr><td>Ecommerce (Moguta.CMS)</td><td>8</td></tr><tr><td>Ecommerce (Mondo Media)</td><td>3</td></tr><tr><td>Ecommerce (My Food Link)</td><td>7</td></tr><tr><td>Ecommerce (MyCashFlow)</td><td>881</td></tr><tr><td>Ecommerce (MyOnlineStore)</td><td>3285</td></tr><tr><td>Ecommerce (NEO - Omnichannel Commerce Platform)</td><td>1</td></tr><tr><td>Ecommerce (Nacelle)</td><td>59</td></tr><tr><td>Ecommerce (NetSuite)</td><td>917</td></tr><tr><td>Ecommerce (Neto)</td><td>158</td></tr><tr><td>Ecommerce (Next Total)</td><td>20</td></tr><tr><td>Ecommerce (Nuvemshop)</td><td>19</td></tr><tr><td>Ecommerce (OXID eShop Community Edition)</td><td>794</td></tr><tr><td>Ecommerce (OXID eShop Enterprise Edition)</td><td>316</td></tr><tr><td>Ecommerce (OXID eShop Professional Edition)</td><td>153</td></tr><tr><td>Ecommerce (OXID eShop)</td><td>120</td></tr><tr><td>Ecommerce (Ochanoko)</td><td>16</td></tr><tr><td>Ecommerce (Open Classifieds)</td><td>1</td></tr><tr><td>Ecommerce (OpenCart)</td><td>7727</td></tr><tr><td>Ecommerce (Optimizely Commerce)</td><td>40</td></tr><tr><td>Ecommerce (Oracle Commerce Cloud)</td><td>99</td></tr><tr><td>Ecommerce (Oracle Commerce)</td><td>81</td></tr><tr><td>Ecommerce (Orckestra)</td><td>129</td></tr><tr><td>Ecommerce (OrderYOYO)</td><td>44</td></tr><tr><td>Ecommerce (OroCommerce)</td><td>4</td></tr><tr><td>Ecommerce (Oxatis)</td><td>955</td></tr><tr><td>Ecommerce (Parttrap ONE)</td><td>57</td></tr><tr><td>Ecommerce (Pattern by Etsy)</td><td>1033</td></tr><tr><td>Ecommerce (PhotoShelter)</td><td>680</td></tr><tr><td>Ecommerce (Pimcore)</td><td>3783</td></tr><tr><td>Ecommerce (PinnacleCart)</td><td>281</td></tr><tr><td>Ecommerce (Pixieset Store)</td><td>26</td></tr><tr><td>Ecommerce (PlatinMarket)</td><td>1</td></tr><tr><td>Ecommerce (Plug\&Pay)</td><td>1</td></tr><tr><td>Ecommerce (Podia)</td><td>87</td></tr><tr><td>Ecommerce (Powergap)</td><td>59</td></tr><tr><td>Ecommerce (PrestaShop)</td><td>49511</td></tr><tr><td>Ecommerce (Projesoft)</td><td>1</td></tr><tr><td>Ecommerce (Proximis Unified Commerce)</td><td>1</td></tr><tr><td>Ecommerce (Proximis)</td><td>3</td></tr><tr><td>Ecommerce (PureCars)</td><td>1325</td></tr><tr><td>Ecommerce (Quick.Cart)</td><td>351</td></tr><tr><td>Ecommerce (Quickbutik)</td><td>712</td></tr><tr><td>Ecommerce (RBS Change)</td><td>11</td></tr><tr><td>Ecommerce (Rain)</td><td>1843</td></tr><tr><td>Ecommerce (Reactive)</td><td>17</td></tr><tr><td>Ecommerce (RedCart)</td><td>122</td></tr><tr><td>Ecommerce (Robin)</td><td>219</td></tr><tr><td>Ecommerce (SAP Commerce Cloud)</td><td>1730</td></tr><tr><td>Ecommerce (Saleor)</td><td>12</td></tr><tr><td>Ecommerce (Salesfloor)</td><td>4</td></tr><tr><td>Ecommerce (Salesforce Commerce Cloud)</td><td>2386</td></tr><tr><td>Ecommerce (Salesnauts)</td><td>2</td></tr><tr><td>Ecommerce (Sana Commerce)</td><td>277</td></tr><tr><td>Ecommerce (Scalefast)</td><td>1</td></tr><tr><td>Ecommerce (SearchFit)</td><td>13</td></tr><tr><td>Ecommerce (Sellacious)</td><td>25</td></tr><tr><td>Ecommerce (Sellfy)</td><td>14</td></tr><tr><td>Ecommerce (Sellingo)</td><td>108</td></tr><tr><td>Ecommerce (Sharetribe)</td><td>16</td></tr><tr><td>Ecommerce (Shift4Shop)</td><td>1883</td></tr><tr><td>Ecommerce (ShopBase)</td><td>43</td></tr><tr><td>Ecommerce (ShopGold)</td><td>919</td></tr><tr><td>Ecommerce (ShopWired)</td><td>369</td></tr><tr><td>Ecommerce (Shopaholic)</td><td>25</td></tr><tr><td>Ecommerce (Shopcada)</td><td>2</td></tr><tr><td>Ecommerce (Shoper)</td><td>3089</td></tr><tr><td>Ecommerce (Shopfa)</td><td>1</td></tr><tr><td>Ecommerce (Shopify)</td><td>165794</td></tr><tr><td>Ecommerce (Shoplazza)</td><td>51</td></tr><tr><td>Ecommerce (Shopline)</td><td>69</td></tr><tr><td>Ecommerce (Shopmatic)</td><td>2</td></tr><tr><td>Ecommerce (Shoporama)</td><td>43</td></tr><tr><td>Ecommerce (Shoprenter)</td><td>1336</td></tr><tr><td>Ecommerce (Shoptet)</td><td>7928</td></tr><tr><td>Ecommerce (Shopware)</td><td>13598</td></tr><tr><td>Ecommerce (Simplo7)</td><td>1</td></tr><tr><td>Ecommerce (Sky-Shop)</td><td>236</td></tr><tr><td>Ecommerce (SmartWeb)</td><td>962</td></tr><tr><td>Ecommerce (Smartstore biz)</td><td>61</td></tr><tr><td>Ecommerce (Smartstore)</td><td>187</td></tr><tr><td>Ecommerce (Snipcart)</td><td>474</td></tr><tr><td>Ecommerce (SoftTr)</td><td>5</td></tr><tr><td>Ecommerce (Solusquare OmniCommerce Cloud)</td><td>6</td></tr><tr><td>Ecommerce (SoteShop)</td><td>264</td></tr><tr><td>Ecommerce (Spree)</td><td>74</td></tr><tr><td>Ecommerce (Spring for creators)</td><td>26</td></tr><tr><td>Ecommerce (Spryker)</td><td>35</td></tr><tr><td>Ecommerce (Square Online)</td><td>7270</td></tr><tr><td>Ecommerce (Squarespace Commerce)</td><td>360759</td></tr><tr><td>Ecommerce (StackCommerce)</td><td>1</td></tr><tr><td>Ecommerce (Storeden)</td><td>261</td></tr><tr><td>Ecommerce (Subbly)</td><td>25</td></tr><tr><td>Ecommerce (SummerCart)</td><td>163</td></tr><tr><td>Ecommerce (Swell)</td><td>93</td></tr><tr><td>Ecommerce (Sylius)</td><td>132</td></tr><tr><td>Ecommerce (T1 Paginas)</td><td>1</td></tr><tr><td>Ecommerce (THG Ingenuity)</td><td>76</td></tr><tr><td>Ecommerce (TRISOshop)</td><td>8</td></tr><tr><td>Ecommerce (TakeDrop)</td><td>25</td></tr><tr><td>Ecommerce (Tebex)</td><td>3</td></tr><tr><td>Ecommerce (Thelia)</td><td>131</td></tr><tr><td>Ecommerce (ThriveCart)</td><td>16</td></tr><tr><td>Ecommerce (Ticimax)</td><td>2</td></tr><tr><td>Ecommerce (Tiendanube)</td><td>36</td></tr><tr><td>Ecommerce (TomatoCart)</td><td>20</td></tr><tr><td>Ecommerce (TotalCode)</td><td>2</td></tr><tr><td>Ecommerce (Tray)</td><td>20</td></tr><tr><td>Ecommerce (Tritac Katana Commerce)</td><td>7</td></tr><tr><td>Ecommerce (TrueCommerce)</td><td>1</td></tr><tr><td>Ecommerce (Ubercart)</td><td>100</td></tr><tr><td>Ecommerce (Ubiliz)</td><td>66</td></tr><tr><td>Ecommerce (Ueeshop)</td><td>102</td></tr><tr><td>Ecommerce (Unas)</td><td>1902</td></tr><tr><td>Ecommerce (VP-ASP)</td><td>164</td></tr><tr><td>Ecommerce (VTEX)</td><td>207</td></tr><tr><td>Ecommerce (Vendre)</td><td>103</td></tr><tr><td>Ecommerce (VirtueMart)</td><td>105</td></tr><tr><td>Ecommerce (Visualsoft)</td><td>632</td></tr><tr><td>Ecommerce (Vnda)</td><td>7</td></tr><tr><td>Ecommerce (Volusion)</td><td>2634</td></tr><tr><td>Ecommerce (Voog.com Website Builder)</td><td>1420</td></tr><tr><td>Ecommerce (Voracio)</td><td>12</td></tr><tr><td>Ecommerce (Web Shop Manager)</td><td>239</td></tr><tr><td>Ecommerce (Webasyst Shop-Script)</td><td>2</td></tr><tr><td>Ecommerce (Webflow Ecommerce)</td><td>7701</td></tr><tr><td>Ecommerce (Weblium)</td><td>219</td></tr><tr><td>Ecommerce (Websale)</td><td>96</td></tr><tr><td>Ecommerce (Welcart)</td><td>31</td></tr><tr><td>Ecommerce (Wikinggruppen)</td><td>454</td></tr><tr><td>Ecommerce (WineDirect)</td><td>792</td></tr><tr><td>Ecommerce (Wix eCommerce)</td><td>187940</td></tr><tr><td>Ecommerce (WiziShop)</td><td>182</td></tr><tr><td>Ecommerce (WooCommerce)</td><td>556402</td></tr><tr><td>Ecommerce (Workarea)</td><td>268</td></tr><tr><td>Ecommerce (X-Cart)</td><td>388</td></tr><tr><td>Ecommerce (Xanario)</td><td>47</td></tr><tr><td>Ecommerce (Xonic)</td><td>5</td></tr><tr><td>Ecommerce (Xretail)</td><td>1</td></tr><tr><td>Ecommerce (YNAP Ecommerce)</td><td>1</td></tr><tr><td>Ecommerce (Yahoo! Ecommerce)</td><td>1389</td></tr><tr><td>Ecommerce (Yoori)</td><td>1</td></tr><tr><td>Ecommerce (YouCan)</td><td>43</td></tr><tr><td>Ecommerce (Zen Cart)</td><td>1635</td></tr><tr><td>Ecommerce (Zid)</td><td>16</td></tr><tr><td>Ecommerce (Zoey)</td><td>112</td></tr><tr><td>Ecommerce (e-Shop Commerce)</td><td>2</td></tr><tr><td>Ecommerce (ePages)</td><td>5066</td></tr><tr><td>Ecommerce (eZ Platform)</td><td>131</td></tr><tr><td>Ecommerce (eZ Publish)</td><td>1275</td></tr><tr><td>Ecommerce (ebisumart)</td><td>8</td></tr><tr><td>Ecommerce (iPresta)</td><td>1</td></tr><tr><td>Ecommerce (inSales)</td><td>13</td></tr><tr><td>Ecommerce (k-eCommerce)</td><td>201</td></tr><tr><td>Ecommerce (nopCommerce)</td><td>3144</td></tr><tr><td>Ecommerce (novomind iSHOP)</td><td>83</td></tr><tr><td>Ecommerce (ocStore)</td><td>3</td></tr><tr><td>Ecommerce (osCommerce)</td><td>2232</td></tr><tr><td>Ecommerce (plentyShop LTS)</td><td>865</td></tr><tr><td>Ecommerce (plentymarkets)</td><td>865</td></tr><tr><td>Ecommerce (stores.jp)</td><td>16</td></tr><tr><td>Ecommerce (wBuy)</td><td>1</td></tr><tr><td>Ecommerce (wap.store)</td><td>1</td></tr><tr><td>Ecommerce (xtCommerce)</td><td>547</td></tr><tr><td>Ecommerce frontends (GoMage)</td><td>24</td></tr><tr><td>Ecommerce frontends (Hyva Themes)</td><td>987</td></tr><tr><td>Ecommerce frontends (PWA Studio)</td><td>238</td></tr><tr><td>Ecommerce frontends (ScandiPWA)</td><td>62</td></tr><tr><td>Ecommerce frontends (Shogun Frontend)</td><td>1029</td></tr><tr><td>Ecommerce frontends (Vue Storefront)</td><td>257</td></tr><tr><td>Editors (Adobe GoLive)</td><td>6244</td></tr><tr><td>Editors (Amaya)</td><td>72</td></tr><tr><td>Editors (AsciiDoc)</td><td>6</td></tr><tr><td>Editors (Bluefish)</td><td>876</td></tr><tr><td>Editors (CodeMirror)</td><td>10454</td></tr><tr><td>Editors (CodeSandbox)</td><td>2</td></tr><tr><td>Editors (Draft.js)</td><td>4</td></tr><tr><td>Editors (DreamWeaver)</td><td>143475</td></tr><tr><td>Editors (FrontPage)</td><td>32801</td></tr><tr><td>Editors (Gutenberg)</td><td>45439</td></tr><tr><td>Editors (Microsoft Excel)</td><td>98</td></tr><tr><td>Editors (Microsoft PowerPoint)</td><td>54</td></tr><tr><td>Editors (Microsoft Publisher)</td><td>591</td></tr><tr><td>Editors (Microsoft Word)</td><td>29864</td></tr><tr><td>Editors (Unbounce)</td><td>5267</td></tr><tr><td>Editors (WEBDEV)</td><td>335</td></tr><tr><td>Editors (Web Stories for WordPress)</td><td>1</td></tr><tr><td>Editors (WebSite X5)</td><td>17159</td></tr><tr><td>Editors (iWeb)</td><td>140</td></tr><tr><td>Email (ActiveCampaign)</td><td>26039</td></tr><tr><td>Email (Autopilot)</td><td>1072</td></tr><tr><td>Email (Aweber)</td><td>2859</td></tr><tr><td>Email (Bluecore)</td><td>192</td></tr><tr><td>Email (Bronto)</td><td>27</td></tr><tr><td>Email (Campaign Monitor)</td><td>5258</td></tr><tr><td>Email (Carts Guru)</td><td>304</td></tr><tr><td>Email (Constant Contact)</td><td>33955</td></tr><tr><td>Email (ConvertKit)</td><td>2044</td></tr><tr><td>Email (Creativ.eMail)</td><td>12380</td></tr><tr><td>Email (Doppler)</td><td>68</td></tr><tr><td>Email (EmailJS)</td><td>562</td></tr><tr><td>Email (Genesys Cloud)</td><td>643</td></tr><tr><td>Email (GetResponse)</td><td>2344</td></tr><tr><td>Email (Launchrock)</td><td>14</td></tr><tr><td>Email (LiveIntent)</td><td>6963</td></tr><tr><td>Email (MailChimp)</td><td>257632</td></tr><tr><td>Email (Mailmunch)</td><td>11341</td></tr><tr><td>Email (Metrilo)</td><td>178</td></tr><tr><td>Email (Omnisend)</td><td>10376</td></tr><tr><td>Email (Open-Xchange App Suite)</td><td>24</td></tr><tr><td>Email (Privy)</td><td>8593</td></tr><tr><td>Email (Sailthru)</td><td>658</td></tr><tr><td>Email (Salesforce Marketing Cloud Email Studio)</td><td>16</td></tr><tr><td>Email (SendPulse)</td><td>266</td></tr><tr><td>Email (Sendinblue)</td><td>10068</td></tr><tr><td>Email (SmtpJS)</td><td>320</td></tr><tr><td>Email (SpotHopper)</td><td>3472</td></tr><tr><td>Email (e-goi)</td><td>493</td></tr><tr><td>Email (emBlue)</td><td>33</td></tr><tr><td>Feature management (Beamer)</td><td>133</td></tr><tr><td>Feature management (FlagSmith)</td><td>21</td></tr><tr><td>Feature management (LaunchDarkly)</td><td>6483</td></tr><tr><td>Feature management (Split)</td><td>27</td></tr><tr><td>Feature management (Statsig)</td><td>16</td></tr><tr><td>Feed readers (Planet)</td><td>114</td></tr><tr><td>Font scripts (Bootstrap Icons)</td><td>19309</td></tr><tr><td>Font scripts (Bunny Fonts)</td><td>31680</td></tr><tr><td>Font scripts (Cufon)</td><td>32409</td></tr><tr><td>Font scripts (Custom Fonts)</td><td>13385</td></tr><tr><td>Font scripts (Font Awesome)</td><td>2343058</td></tr><tr><td>Font scripts (FontServer)</td><td>2</td></tr><tr><td>Font scripts (Fork Awesome)</td><td>190</td></tr><tr><td>Font scripts (Glyphicons)</td><td>7669</td></tr><tr><td>Font scripts (Google Font API)</td><td>5200010</td></tr><tr><td>Font scripts (Hoefler\&Co)</td><td>8630</td></tr><tr><td>Font scripts (Ionicons)</td><td>94069</td></tr><tr><td>Font scripts (MyFonts)</td><td>2657</td></tr><tr><td>Font scripts (Twitter Emoji (Twemoji))</td><td>2899321</td></tr><tr><td>Font scripts (Typekit)</td><td>637611</td></tr><tr><td>Font scripts (sIFR)</td><td>1575</td></tr><tr><td>Form builders (Airform)</td><td>3</td></tr><tr><td>Form builders (Caldera Forms)</td><td>6248</td></tr><tr><td>Form builders (Contact Form 7)</td><td>1604416</td></tr><tr><td>Form builders (FormAssembly)</td><td>191</td></tr><tr><td>Form builders (FormBold)</td><td>9</td></tr><tr><td>Form builders (Formaloo)</td><td>31</td></tr><tr><td>Form builders (Formidable Form)</td><td>53119</td></tr><tr><td>Form builders (Formli)</td><td>2</td></tr><tr><td>Form builders (Globo Form Builder)</td><td>2178</td></tr><tr><td>Form builders (Google Forms)</td><td>203</td></tr><tr><td>Form builders (Gravity Forms)</td><td>159727</td></tr><tr><td>Form builders (HulkApps Form Builder)</td><td>3288</td></tr><tr><td>Form builders (Marketo Forms)</td><td>944</td></tr><tr><td>Form builders (Netlify Forms)</td><td>243</td></tr><tr><td>Form builders (Ninja Forms)</td><td>26122</td></tr><tr><td>Form builders (WPForms)</td><td>168575</td></tr><tr><td>Fulfilment (AfterShip)</td><td>63</td></tr><tr><td>Fulfilment (Deliverr)</td><td>170</td></tr><tr><td>Fulfilment (Malomo)</td><td>2</td></tr><tr><td>Fulfilment (Route)</td><td>442</td></tr><tr><td>Fulfilment (Shoprunner)</td><td>30</td></tr><tr><td>Fundraising & donations (Blackbaud CRM)</td><td>89</td></tr><tr><td>Fundraising & donations (Buy me a coffee)</td><td>446</td></tr><tr><td>Fundraising & donations (Classy)</td><td>1091</td></tr><tr><td>Fundraising & donations (Click & Pledge)</td><td>432</td></tr><tr><td>Fundraising & donations (Community Funded)</td><td>20</td></tr><tr><td>Fundraising & donations (DonorPerfect)</td><td>2691</td></tr><tr><td>Fundraising & donations (Donorbox)</td><td>2493</td></tr><tr><td>Fundraising & donations (EveryAction)</td><td>775</td></tr><tr><td>Fundraising & donations (Fundraise Up)</td><td>1294</td></tr><tr><td>Fundraising & donations (Funraise)</td><td>109</td></tr><tr><td>Fundraising & donations (GiveCampus)</td><td>366</td></tr><tr><td>Fundraising & donations (GiveSmart)</td><td>730</td></tr><tr><td>Fundraising & donations (GiveWP)</td><td>13031</td></tr><tr><td>Fundraising & donations (GivingFuel)</td><td>445</td></tr><tr><td>Fundraising & donations (Kindful)</td><td>2271</td></tr><tr><td>Fundraising & donations (Ko-fi)</td><td>336</td></tr><tr><td>Fundraising & donations (Neon CRM)</td><td>1547</td></tr><tr><td>Fundraising & donations (Network for Good)</td><td>3091</td></tr><tr><td>Fundraising & donations (OneCause)</td><td>141</td></tr><tr><td>Fundraising & donations (Pushpay)</td><td>68</td></tr><tr><td>Fundraising & donations (Qgiv)</td><td>829</td></tr><tr><td>Fundraising & donations (RaiseDonors)</td><td>41</td></tr><tr><td>Fundraising & donations (Raisely)</td><td>11</td></tr><tr><td>Fundraising & donations (Vanco Payment Solutions)</td><td>3463</td></tr><tr><td>Fundraising & donations (Virtuous)</td><td>244</td></tr><tr><td>Fundraising & donations (Yapla)</td><td>83</td></tr><tr><td>Geolocation (BigDataCloud IP Geolocation)</td><td>48</td></tr><tr><td>Geolocation (Geo Targetly)</td><td>49</td></tr><tr><td>Geolocation (IP2Location.io)</td><td>945</td></tr><tr><td>Geolocation (IPInfoDB)</td><td>30</td></tr><tr><td>Geolocation (IPinfo)</td><td>205</td></tr><tr><td>Geolocation (MaxMind)</td><td>1520</td></tr><tr><td>Geolocation (Shopify Geolocation App)</td><td>1</td></tr><tr><td>Geolocation (db-ip)</td><td>80</td></tr><tr><td>Geolocation (ip-api)</td><td>1427</td></tr><tr><td>Geolocation (ipapi)</td><td>227</td></tr><tr><td>Geolocation (ipbase)</td><td>28</td></tr><tr><td>Geolocation (ipdata)</td><td>207</td></tr><tr><td>Geolocation (ipgeolocation)</td><td>436</td></tr><tr><td>Geolocation (ipify)</td><td>4927</td></tr><tr><td>Geolocation (ipstack)</td><td>370</td></tr><tr><td>Hosting (Acquia Cloud Site Factory)</td><td>2941</td></tr><tr><td>Hosting (Aruba.it)</td><td>105223</td></tr><tr><td>Hosting (Bluehost)</td><td>112536</td></tr><tr><td>Hosting (Doteasy)</td><td>251</td></tr><tr><td>Hosting (Drupal Multisite)</td><td>21042</td></tr><tr><td>Hosting (Elementor Cloud)</td><td>1177</td></tr><tr><td>Hosting (Flywheel)</td><td>58952</td></tr><tr><td>Hosting (GuideIT)</td><td>1</td></tr><tr><td>Hosting (Hetzner)</td><td>2</td></tr><tr><td>Hosting (Hostinger)</td><td>51736</td></tr><tr><td>Hosting (Kinsta)</td><td>32277</td></tr><tr><td>Hosting (Nestify)</td><td>586</td></tr><tr><td>Hosting (Newspack by Automattic)</td><td>161</td></tr><tr><td>Hosting (Nexcess)</td><td>130</td></tr><tr><td>Hosting (Niagahoster)</td><td>267</td></tr><tr><td>Hosting (Pagely)</td><td>1935</td></tr><tr><td>Hosting (PythonAnywhere)</td><td>291</td></tr><tr><td>Hosting (Seravo)</td><td>3607</td></tr><tr><td>Hosting (SiteGround)</td><td>91351</td></tr><tr><td>Hosting (Strattic)</td><td>141</td></tr><tr><td>Hosting (Tangled Network)</td><td>109</td></tr><tr><td>Hosting (WP Engine)</td><td>211293</td></tr><tr><td>Hosting (WordPress Multisite)</td><td>100240</td></tr><tr><td>Hosting panels (AlternC)</td><td>12</td></tr><tr><td>Hosting panels (EasyEngine)</td><td>578</td></tr><tr><td>Hosting panels (Plesk)</td><td>276722</td></tr><tr><td>Hosting panels (Pterodactyl Panel)</td><td>10</td></tr><tr><td>Hosting panels (SlickStack)</td><td>28</td></tr><tr><td>Hosting panels (TCAdmin)</td><td>1</td></tr><tr><td>Hosting panels (Tencent Waterproof Wall)</td><td>22</td></tr><tr><td>Hosting panels (cPanel)</td><td>118</td></tr><tr><td>Hosting panels (i-MSCP)</td><td>380</td></tr><tr><td>IaaS (Alibaba Cloud Object Storage Service)</td><td>128</td></tr><tr><td>IaaS (Amazon ECS)</td><td>913</td></tr><tr><td>IaaS (DigitalOcean Spaces)</td><td>4411</td></tr><tr><td>IaaS (Google Cloud)</td><td>669102</td></tr><tr><td>IaaS (Snowplow Analytics)</td><td>294880</td></tr><tr><td>Issue trackers (Asana)</td><td>203</td></tr><tr><td>Issue trackers (Atatus)</td><td>38</td></tr><tr><td>Issue trackers (Atlassian Jira Issue Collector)</td><td>90</td></tr><tr><td>Issue trackers (Atlassian Jira)</td><td>19</td></tr><tr><td>Issue trackers (Better Uptime)</td><td>17</td></tr><tr><td>Issue trackers (BugHerd)</td><td>5729</td></tr><tr><td>Issue trackers (BugSnag)</td><td>5576</td></tr><tr><td>Issue trackers (Bugzilla)</td><td>3</td></tr><tr><td>Issue trackers (Cachet)</td><td>3</td></tr><tr><td>Issue trackers (Canny)</td><td>78</td></tr><tr><td>Issue trackers (Combodo iTop)</td><td>1</td></tr><tr><td>Issue trackers (Elastic APM)</td><td>8012</td></tr><tr><td>Issue trackers (Feedback Fish)</td><td>2</td></tr><tr><td>Issue trackers (Get Satisfaction)</td><td>20</td></tr><tr><td>Issue trackers (GetFeedback)</td><td>1091</td></tr><tr><td>Issue trackers (GitLab)</td><td>107</td></tr><tr><td>Issue trackers (Help Scout)</td><td>1433</td></tr><tr><td>Issue trackers (HetrixTools)</td><td>1</td></tr><tr><td>Issue trackers (Honeybadger)</td><td>878</td></tr><tr><td>Issue trackers (Hund.io)</td><td>9</td></tr><tr><td>Issue trackers (Instana)</td><td>398</td></tr><tr><td>Issue trackers (Instatus)</td><td>48</td></tr><tr><td>Issue trackers (MantisBT)</td><td>6</td></tr><tr><td>Issue trackers (Marker)</td><td>1337</td></tr><tr><td>Issue trackers (Medallia)</td><td>867</td></tr><tr><td>Issue trackers (Mopinion)</td><td>236</td></tr><tr><td>Issue trackers (Noibu)</td><td>493</td></tr><tr><td>Issue trackers (Panelbear)</td><td>27</td></tr><tr><td>Issue trackers (RapidSpike)</td><td>57</td></tr><tr><td>Issue trackers (Raygun)</td><td>835</td></tr><tr><td>Issue trackers (Redmine)</td><td>58</td></tr><tr><td>Issue trackers (Rollbar)</td><td>75</td></tr><tr><td>Issue trackers (Sentry)</td><td>642631</td></tr><tr><td>Issue trackers (Sleekplan)</td><td>1</td></tr><tr><td>Issue trackers (Stackify)</td><td>13</td></tr><tr><td>Issue trackers (Statuspal)</td><td>21</td></tr><tr><td>Issue trackers (Support Hero)</td><td>27</td></tr><tr><td>Issue trackers (Tiki Wiki CMS Groupware)</td><td>154</td></tr><tr><td>Issue trackers (Trac)</td><td>6</td></tr><tr><td>Issue trackers (UptimeRobot)</td><td>246</td></tr><tr><td>Issue trackers (Uptrends)</td><td>226</td></tr><tr><td>Issue trackers (UserReport)</td><td>113</td></tr><tr><td>Issue trackers (UserVoice)</td><td>193</td></tr><tr><td>Issue trackers (Zendesk)</td><td>13309</td></tr><tr><td>Issue trackers (osTicket)</td><td>47</td></tr><tr><td>JavaScript frameworks (AMP)</td><td>30037</td></tr><tr><td>JavaScript frameworks (Adobe Client Data Layer)</td><td>5023</td></tr><tr><td>JavaScript frameworks (AlertifyJS)</td><td>4522</td></tr><tr><td>JavaScript frameworks (AlloyUI)</td><td>3802</td></tr><tr><td>JavaScript frameworks (Alpine.js)</td><td>39494</td></tr><tr><td>JavaScript frameworks (Angular)</td><td>18135</td></tr><tr><td>JavaScript frameworks (AngularJS)</td><td>127591</td></tr><tr><td>JavaScript frameworks (Astro)</td><td>3037</td></tr><tr><td>JavaScript frameworks (Aurelia)</td><td>181</td></tr><tr><td>JavaScript frameworks (BEM)</td><td>132</td></tr><tr><td>JavaScript frameworks (Backbone.js)</td><td>112435</td></tr><tr><td>JavaScript frameworks (Elm)</td><td>77</td></tr><tr><td>JavaScript frameworks (Ember.js)</td><td>803</td></tr><tr><td>JavaScript frameworks (Emotion)</td><td>36851</td></tr><tr><td>JavaScript frameworks (Enyo)</td><td>4</td></tr><tr><td>JavaScript frameworks (Essential JS 2)</td><td>17</td></tr><tr><td>JavaScript frameworks (ExtJS)</td><td>2464</td></tr><tr><td>JavaScript frameworks (Frontity)</td><td>81</td></tr><tr><td>JavaScript frameworks (GSAP)</td><td>778923</td></tr><tr><td>JavaScript frameworks (Gatsby)</td><td>15849</td></tr><tr><td>JavaScript frameworks (Handlebars)</td><td>79170</td></tr><tr><td>JavaScript frameworks (Hogan.js)</td><td>1768</td></tr><tr><td>JavaScript frameworks (Hydrogen)</td><td>31</td></tr><tr><td>JavaScript frameworks (Inertia.js)</td><td>2113</td></tr><tr><td>JavaScript frameworks (InfernoJS)</td><td>28</td></tr><tr><td>JavaScript frameworks (JSS)</td><td>9042</td></tr><tr><td>JavaScript frameworks (Knockout.js)</td><td>9680</td></tr><tr><td>JavaScript frameworks (Marionette.js)</td><td>43859</td></tr><tr><td>JavaScript frameworks (Meteor)</td><td>744</td></tr><tr><td>JavaScript frameworks (MooTools)</td><td>136771</td></tr><tr><td>JavaScript frameworks (Moon)</td><td>11</td></tr><tr><td>JavaScript frameworks (Mustache)</td><td>201828</td></tr><tr><td>JavaScript frameworks (Next.js)</td><td>54158</td></tr><tr><td>JavaScript frameworks (Nuxt.js)</td><td>19822</td></tr><tr><td>JavaScript frameworks (OpenUI5)</td><td>22</td></tr><tr><td>JavaScript frameworks (Phaser)</td><td>55</td></tr><tr><td>JavaScript frameworks (Polymer)</td><td>731</td></tr><tr><td>JavaScript frameworks (Prototype)</td><td>105109</td></tr><tr><td>JavaScript frameworks (Quasar)</td><td>406</td></tr><tr><td>JavaScript frameworks (React Redux)</td><td>5738</td></tr><tr><td>JavaScript frameworks (React Router)</td><td>7</td></tr><tr><td>JavaScript frameworks (React)</td><td>1309458</td></tr><tr><td>JavaScript frameworks (Redux)</td><td>5752</td></tr><tr><td>JavaScript frameworks (RedwoodJS)</td><td>9</td></tr><tr><td>JavaScript frameworks (RequireJS)</td><td>233260</td></tr><tr><td>JavaScript frameworks (Reveal.js)</td><td>836</td></tr><tr><td>JavaScript frameworks (RightJS)</td><td>4</td></tr><tr><td>JavaScript frameworks (Riot)</td><td>680</td></tr><tr><td>JavaScript frameworks (Ripple)</td><td>5</td></tr><tr><td>JavaScript frameworks (RxJS)</td><td>1544</td></tr><tr><td>JavaScript frameworks (Socket.io)</td><td>6758</td></tr><tr><td>JavaScript frameworks (SolidJS)</td><td>45</td></tr><tr><td>JavaScript frameworks (Stimulus)</td><td>212404</td></tr><tr><td>JavaScript frameworks (Stitches)</td><td>301</td></tr><tr><td>JavaScript frameworks (Strapdown.js)</td><td>2</td></tr><tr><td>JavaScript frameworks (Svelte)</td><td>4788</td></tr><tr><td>JavaScript frameworks (Transifex)</td><td>146</td></tr><tr><td>JavaScript frameworks (Twitter Flight)</td><td>282</td></tr><tr><td>JavaScript frameworks (UmiJs)</td><td>32</td></tr><tr><td>JavaScript frameworks (Vue.js)</td><td>135850</td></tr><tr><td>JavaScript frameworks (Webix)</td><td>28</td></tr><tr><td>JavaScript frameworks (Wink)</td><td>7662</td></tr><tr><td>JavaScript frameworks (Zone.js)</td><td>16984</td></tr><tr><td>JavaScript frameworks (ef.js)</td><td>16</td></tr><tr><td>JavaScript frameworks (jComponent)</td><td>26</td></tr><tr><td>JavaScript frameworks (styled-components)</td><td>44669</td></tr><tr><td>JavaScript frameworks (toastr)</td><td>29033</td></tr><tr><td>JavaScript graphics (A-Frame)</td><td>531</td></tr><tr><td>JavaScript graphics (AntV G2)</td><td>7</td></tr><tr><td>JavaScript graphics (ApexCharts.js)</td><td>1554</td></tr><tr><td>JavaScript graphics (Babylon.js)</td><td>17</td></tr><tr><td>JavaScript graphics (Bokeh)</td><td>68</td></tr><tr><td>JavaScript graphics (CanvasJS)</td><td>485</td></tr><tr><td>JavaScript graphics (Chart.js)</td><td>166590</td></tr><tr><td>JavaScript graphics (D3)</td><td>6864</td></tr><tr><td>JavaScript graphics (ECharts)</td><td>232</td></tr><tr><td>JavaScript graphics (Epoch)</td><td>6</td></tr><tr><td>JavaScript graphics (Exhibit)</td><td>1340</td></tr><tr><td>JavaScript graphics (FusionCharts)</td><td>135</td></tr><tr><td>JavaScript graphics (GoJS)</td><td>8</td></tr><tr><td>JavaScript graphics (Google Charts)</td><td>343</td></tr><tr><td>JavaScript graphics (Highcharts)</td><td>4241</td></tr><tr><td>JavaScript graphics (Highstock)</td><td>100</td></tr><tr><td>JavaScript graphics (JS Charts)</td><td>14</td></tr><tr><td>JavaScript graphics (JavaScript Infovis Toolkit)</td><td>47</td></tr><tr><td>JavaScript graphics (KaTeX)</td><td>318</td></tr><tr><td>JavaScript graphics (KineticJS)</td><td>2393</td></tr><tr><td>JavaScript graphics (MathJax)</td><td>1295</td></tr><tr><td>JavaScript graphics (Mermaid)</td><td>62</td></tr><tr><td>JavaScript graphics (NVD3)</td><td>488</td></tr><tr><td>JavaScript graphics (PIXIjs)</td><td>3593</td></tr><tr><td>JavaScript graphics (Paths.js)</td><td>203</td></tr><tr><td>JavaScript graphics (Plotly)</td><td>183</td></tr><tr><td>JavaScript graphics (Protovis)</td><td>2</td></tr><tr><td>JavaScript graphics (Raphael)</td><td>14752</td></tr><tr><td>JavaScript graphics (Recharts)</td><td>17</td></tr><tr><td>JavaScript graphics (Rickshaw)</td><td>26</td></tr><tr><td>JavaScript graphics (Rive)</td><td>66</td></tr><tr><td>JavaScript graphics (Supersized)</td><td>13702</td></tr><tr><td>JavaScript graphics (Three.js)</td><td>15877</td></tr><tr><td>JavaScript graphics (Timeplot)</td><td>1</td></tr><tr><td>JavaScript graphics (TradingView)</td><td>228</td></tr><tr><td>JavaScript graphics (Visx)</td><td>3</td></tr><tr><td>JavaScript graphics (ZingChart)</td><td>34</td></tr><tr><td>JavaScript graphics (amCharts)</td><td>2578</td></tr><tr><td>JavaScript graphics (anime.js)</td><td>92025</td></tr><tr><td>JavaScript graphics (jQuery Sparklines)</td><td>672</td></tr><tr><td>JavaScript graphics (jqPlot)</td><td>319</td></tr><tr><td>JavaScript graphics (particles.js)</td><td>53924</td></tr><tr><td>JavaScript graphics (shine.js)</td><td>86</td></tr><tr><td>JavaScript graphics (xCharts)</td><td>189</td></tr><tr><td>JavaScript libraries (@sulu/web)</td><td>252</td></tr><tr><td>JavaScript libraries (AOS)</td><td>186745</td></tr><tr><td>JavaScript libraries (Apollo)</td><td>2883</td></tr><tr><td>JavaScript libraries (Axios)</td><td>37868</td></tr><tr><td>JavaScript libraries (Barba.js)</td><td>1837</td></tr><tr><td>JavaScript libraries (Boba.js)</td><td>22</td></tr><tr><td>JavaScript libraries (Boomerang)</td><td>199635</td></tr><tr><td>JavaScript libraries (Bootstrap Table)</td><td>786</td></tr><tr><td>JavaScript libraries (Browser-Update.org)</td><td>15083</td></tr><tr><td>JavaScript libraries (Cart.js)</td><td>431</td></tr><tr><td>JavaScript libraries (Choices)</td><td>5202</td></tr><tr><td>JavaScript libraries (ClientJS)</td><td>646</td></tr><tr><td>JavaScript libraries (Clipboard.js)</td><td>23763</td></tr><tr><td>JavaScript libraries (DHTMLX)</td><td>172</td></tr><tr><td>JavaScript libraries (Darkmode.js)</td><td>185</td></tr><tr><td>JavaScript libraries (DataTables)</td><td>57898</td></tr><tr><td>JavaScript libraries (Day.js)</td><td>9176</td></tr><tr><td>JavaScript libraries (Dojo)</td><td>35966</td></tr><tr><td>JavaScript libraries (Dropzone)</td><td>25798</td></tr><tr><td>JavaScript libraries (Essential JS 2)</td><td>17</td></tr><tr><td>JavaScript libraries (Ethers)</td><td>528</td></tr><tr><td>JavaScript libraries (FancyBox)</td><td>751145</td></tr><tr><td>JavaScript libraries (FilePond)</td><td>799</td></tr><tr><td>JavaScript libraries (FingerprintJS)</td><td>32449</td></tr><tr><td>JavaScript libraries (Flickity)</td><td>187025</td></tr><tr><td>JavaScript libraries (Fresco)</td><td>11366</td></tr><tr><td>JavaScript libraries (Glide.js)</td><td>15279</td></tr><tr><td>JavaScript libraries (Glider.js)</td><td>1465</td></tr><tr><td>JavaScript libraries (Granim.js)</td><td>3365</td></tr><tr><td>JavaScript libraries (Hammer.js)</td><td>302759</td></tr><tr><td>JavaScript libraries (HeadJS)</td><td>10285</td></tr><tr><td>JavaScript libraries (Highlight.js)</td><td>19427</td></tr><tr><td>JavaScript libraries (Howler.js)</td><td>3294</td></tr><tr><td>JavaScript libraries (Htmx)</td><td>1934</td></tr><tr><td>JavaScript libraries (Immutable.js)</td><td>20913</td></tr><tr><td>JavaScript libraries (Instant.Page)</td><td>10488</td></tr><tr><td>JavaScript libraries (InstantClick)</td><td>2035</td></tr><tr><td>JavaScript libraries (InstantGeo)</td><td>1</td></tr><tr><td>JavaScript libraries (Intersection Observer)</td><td>1571</td></tr><tr><td>JavaScript libraries (Isotope)</td><td>902775</td></tr><tr><td>JavaScript libraries (JsObservable)</td><td>882</td></tr><tr><td>JavaScript libraries (JsRender)</td><td>882</td></tr><tr><td>JavaScript libraries (JsViews)</td><td>882</td></tr><tr><td>JavaScript libraries (Karma)</td><td>8</td></tr><tr><td>JavaScript libraries (Keen-Slider)</td><td>2995</td></tr><tr><td>JavaScript libraries (Laravel Echo)</td><td>546</td></tr><tr><td>JavaScript libraries (LazySizes unveilhooks plugin)</td><td>4517</td></tr><tr><td>JavaScript libraries (LazySizes)</td><td>620053</td></tr><tr><td>JavaScript libraries (Lenis)</td><td>1375</td></tr><tr><td>JavaScript libraries (Lightbox)</td><td>695962</td></tr><tr><td>JavaScript libraries (List.js)</td><td>9602</td></tr><tr><td>JavaScript libraries (Loadable-Components)</td><td>14443</td></tr><tr><td>JavaScript libraries (Lodash)</td><td>2054466</td></tr><tr><td>JavaScript libraries (Lozad.js)</td><td>213076</td></tr><tr><td>JavaScript libraries (Mantine)</td><td>172</td></tr><tr><td>JavaScript libraries (Marked)</td><td>1140</td></tr><tr><td>JavaScript libraries (Mavo)</td><td>3</td></tr><tr><td>JavaScript libraries (Microsoft Authentication)</td><td>322</td></tr><tr><td>JavaScript libraries (MobX)</td><td>8360</td></tr><tr><td>JavaScript libraries (MochiKit)</td><td>47</td></tr><tr><td>JavaScript libraries (Modernizr)</td><td>1706611</td></tr><tr><td>JavaScript libraries (Moment Timezone)</td><td>7338</td></tr><tr><td>JavaScript libraries (Moment.js)</td><td>272493</td></tr><tr><td>JavaScript libraries (Muuri)</td><td>1845</td></tr><tr><td>JavaScript libraries (OWL Carousel)</td><td>725873</td></tr><tr><td>JavaScript libraries (PhotoSwipe)</td><td>214928</td></tr><tr><td>JavaScript libraries (Polyfill)</td><td>616599</td></tr><tr><td>JavaScript libraries (Preact)</td><td>61386</td></tr><tr><td>JavaScript libraries (PubSubJS)</td><td>17013</td></tr><tr><td>JavaScript libraries (Quicklink)</td><td>30229</td></tr><tr><td>JavaScript libraries (Ramda)</td><td>238</td></tr><tr><td>JavaScript libraries (ScrollMagic)</td><td>50651</td></tr><tr><td>JavaScript libraries (Select2)</td><td>296374</td></tr><tr><td>JavaScript libraries (Selectize)</td><td>36657</td></tr><tr><td>JavaScript libraries (Slick)</td><td>574409</td></tr><tr><td>JavaScript libraries (Slimbox 2)</td><td>6784</td></tr><tr><td>JavaScript libraries (Slimbox)</td><td>4909</td></tr><tr><td>JavaScript libraries (Snap.svg)</td><td>18031</td></tr><tr><td>JavaScript libraries (SoundManager)</td><td>12719</td></tr><tr><td>JavaScript libraries (Splide)</td><td>25731</td></tr><tr><td>JavaScript libraries (SpriteSpin)</td><td>1496</td></tr><tr><td>JavaScript libraries (SweetAlert)</td><td>14646</td></tr><tr><td>JavaScript libraries (SweetAlert2)</td><td>38718</td></tr><tr><td>JavaScript libraries (Swiffy Slider)</td><td>445</td></tr><tr><td>JavaScript libraries (Swiper)</td><td>720041</td></tr><tr><td>JavaScript libraries (Tiny Slider)</td><td>14891</td></tr><tr><td>JavaScript libraries (Tippy.js)</td><td>53106</td></tr><tr><td>JavaScript libraries (TurfJS)</td><td>426</td></tr><tr><td>JavaScript libraries (TwicPics)</td><td>255</td></tr><tr><td>JavaScript libraries (Twitter typeahead.js)</td><td>14889</td></tr><tr><td>JavaScript libraries (Underscore.js)</td><td>125191</td></tr><tr><td>JavaScript libraries (Vuex)</td><td>1954</td></tr><tr><td>JavaScript libraries (Wurfl)</td><td>1183</td></tr><tr><td>JavaScript libraries (XRegExp)</td><td>3890</td></tr><tr><td>JavaScript libraries (Xajax)</td><td>870</td></tr><tr><td>JavaScript libraries (YUI)</td><td>385372</td></tr><tr><td>JavaScript libraries (Zepto)</td><td>5088</td></tr><tr><td>JavaScript libraries (Ziggy)</td><td>1629</td></tr><tr><td>JavaScript libraries (\_hyperscript )</td><td>88</td></tr><tr><td>JavaScript libraries (autoComplete.js)</td><td>131</td></tr><tr><td>JavaScript libraries (basket.js)</td><td>458</td></tr><tr><td>JavaScript libraries (core-js)</td><td>3560046</td></tr><tr><td>JavaScript libraries (crypto-js)</td><td>7207</td></tr><tr><td>JavaScript libraries (decimal.js)</td><td>1166</td></tr><tr><td>JavaScript libraries (fullPage.js)</td><td>5500</td></tr><tr><td>JavaScript libraries (jComponent)</td><td>26</td></tr><tr><td>JavaScript libraries (jPlayer)</td><td>29159</td></tr><tr><td>JavaScript libraries (jQuery DevBridge Autocomplete)</td><td>500</td></tr><tr><td>JavaScript libraries (jQuery Migrate)</td><td>4284440</td></tr><tr><td>JavaScript libraries (jQuery Modal)</td><td>9809</td></tr><tr><td>JavaScript libraries (jQuery UI)</td><td>2160157</td></tr><tr><td>JavaScript libraries (jQuery)</td><td>8329613</td></tr><tr><td>JavaScript libraries (libphonenumber)</td><td>3351</td></tr><tr><td>JavaScript libraries (lit-element)</td><td>35384</td></tr><tr><td>JavaScript libraries (lit-html)</td><td>45841</td></tr><tr><td>JavaScript libraries (lite-youtube-embed)</td><td>2976</td></tr><tr><td>JavaScript libraries (math.js)</td><td>904</td></tr><tr><td>JavaScript libraries (metisMenu)</td><td>5213</td></tr><tr><td>JavaScript libraries (prettyPhoto)</td><td>299200</td></tr><tr><td>JavaScript libraries (qiankun)</td><td>13</td></tr><tr><td>JavaScript libraries (script.aculo.us)</td><td>32889</td></tr><tr><td>JavaScript libraries (scrollreveal)</td><td>53376</td></tr><tr><td>JavaScript libraries (web-vitals)</td><td>208364</td></tr><tr><td>LMS (Absorb)</td><td>4</td></tr><tr><td>LMS (Chamilo)</td><td>5</td></tr><tr><td>LMS (Huddle)</td><td>2</td></tr><tr><td>LMS (LearnWorlds)</td><td>142</td></tr><tr><td>LMS (Moodle)</td><td>508</td></tr><tr><td>LMS (Podia)</td><td>87</td></tr><tr><td>LMS (PowerSchool)</td><td>1</td></tr><tr><td>LMS (Simplero Websites)</td><td>192</td></tr><tr><td>LMS (Skilljar)</td><td>2</td></tr><tr><td>LMS (Skolengo)</td><td>3240</td></tr><tr><td>LMS (Teachable)</td><td>39</td></tr><tr><td>LMS (ThimPress LearnPress)</td><td>2488</td></tr><tr><td>LMS (Thinkific)</td><td>172</td></tr><tr><td>LMS (Thrive Apprentice)</td><td>208</td></tr><tr><td>LMS (Totara)</td><td>7</td></tr><tr><td>LMS (uPortal)</td><td>1</td></tr><tr><td>Live chat (Acquire Live Chat)</td><td>195</td></tr><tr><td>Live chat (Ada)</td><td>162</td></tr><tr><td>Live chat (Aircall)</td><td>1</td></tr><tr><td>Live chat (Apple Business Chat)</td><td>135</td></tr><tr><td>Live chat (Bold Chat)</td><td>707</td></tr><tr><td>Live chat (Callbell)</td><td>289</td></tr><tr><td>Live chat (Channel.io)</td><td>66</td></tr><tr><td>Live chat (Chaport)</td><td>580</td></tr><tr><td>Live chat (ChatStack)</td><td>123</td></tr><tr><td>Live chat (Chatra)</td><td>2904</td></tr><tr><td>Live chat (Chatwoot)</td><td>502</td></tr><tr><td>Live chat (Chekkit)</td><td>543</td></tr><tr><td>Live chat (Chord)</td><td>7</td></tr><tr><td>Live chat (CoRover)</td><td>3</td></tr><tr><td>Live chat (Comm100)</td><td>778</td></tr><tr><td>Live chat (Crikle)</td><td>4</td></tr><tr><td>Live chat (Crisp Live Chat)</td><td>3588</td></tr><tr><td>Live chat (Czater)</td><td>795</td></tr><tr><td>Live chat (DeskPro Chat)</td><td>4</td></tr><tr><td>Live chat (Dotdigital Chat)</td><td>49</td></tr><tr><td>Live chat (Drift)</td><td>6813</td></tr><tr><td>Live chat (Element)</td><td>3</td></tr><tr><td>Live chat (Envybox)</td><td>44</td></tr><tr><td>Live chat (Facebook Chat Plugin)</td><td>43739</td></tr><tr><td>Live chat (Freshchat)</td><td>2036</td></tr><tr><td>Live chat (Front Chat)</td><td>442</td></tr><tr><td>Live chat (GetButton)</td><td>3631</td></tr><tr><td>Live chat (Gladly)</td><td>121</td></tr><tr><td>Live chat (Goftino)</td><td>17</td></tr><tr><td>Live chat (Gorgias)</td><td>2787</td></tr><tr><td>Live chat (Grasp)</td><td>25</td></tr><tr><td>Live chat (HappyFox Live Chat)</td><td>253</td></tr><tr><td>Live chat (Haptik)</td><td>25</td></tr><tr><td>Live chat (Help Scout)</td><td>1433</td></tr><tr><td>Live chat (HubSpot Chat)</td><td>29440</td></tr><tr><td>Live chat (InSyncai)</td><td>27</td></tr><tr><td>Live chat (Infoset)</td><td>2</td></tr><tr><td>Live chat (Instabot)</td><td>170</td></tr><tr><td>Live chat (Intercom)</td><td>11463</td></tr><tr><td>Live chat (Jitsi)</td><td>16</td></tr><tr><td>Live chat (JivoChat)</td><td>3581</td></tr><tr><td>Live chat (Kapture CRM)</td><td>5</td></tr><tr><td>Live chat (Kustomer)</td><td>168</td></tr><tr><td>Live chat (Landbot)</td><td>834</td></tr><tr><td>Live chat (Leadster)</td><td>18</td></tr><tr><td>Live chat (LimeChat)</td><td>6</td></tr><tr><td>Live chat (LiveAgent)</td><td>1123</td></tr><tr><td>Live chat (LiveChat)</td><td>19539</td></tr><tr><td>Live chat (LiveHelp)</td><td>44</td></tr><tr><td>Live chat (LivePerson)</td><td>2737</td></tr><tr><td>Live chat (LiveZilla)</td><td>797</td></tr><tr><td>Live chat (ManyChat)</td><td>2449</td></tr><tr><td>Live chat (MyLiveChat)</td><td>2693</td></tr><tr><td>Live chat (Oct8ne)</td><td>406</td></tr><tr><td>Live chat (Octane AI)</td><td>461</td></tr><tr><td>Live chat (Olark)</td><td>5549</td></tr><tr><td>Live chat (Pipedrive)</td><td>1461</td></tr><tr><td>Live chat (Podium)</td><td>10330</td></tr><tr><td>Live chat (Provide Support)</td><td>1164</td></tr><tr><td>Live chat (Pure Chat)</td><td>6609</td></tr><tr><td>Live chat (Qualified)</td><td>727</td></tr><tr><td>Live chat (Raychat)</td><td>6</td></tr><tr><td>Live chat (Re:amaze)</td><td>3974</td></tr><tr><td>Live chat (Rocket.Chat)</td><td>170</td></tr><tr><td>Live chat (Salesforce Service Cloud)</td><td>10628</td></tr><tr><td>Live chat (Schedule Engine)</td><td>505</td></tr><tr><td>Live chat (Shopify Chat)</td><td>25817</td></tr><tr><td>Live chat (Smartsupp)</td><td>14749</td></tr><tr><td>Live chat (SnapEngage)</td><td>1534</td></tr><tr><td>Live chat (Solvemate)</td><td>28</td></tr><tr><td>Live chat (Solvvy)</td><td>38</td></tr><tr><td>Live chat (Spatie Support Bubble)</td><td>2</td></tr><tr><td>Live chat (Suiteshare)</td><td>4</td></tr><tr><td>Live chat (Tawk.to)</td><td>44773</td></tr><tr><td>Live chat (Tencent QQ)</td><td>920</td></tr><tr><td>Live chat (Tidio)</td><td>20767</td></tr><tr><td>Live chat (Tiledesk)</td><td>51</td></tr><tr><td>Live chat (Trengo)</td><td>1173</td></tr><tr><td>Live chat (UserLike)</td><td>1808</td></tr><tr><td>Live chat (Verloop)</td><td>19</td></tr><tr><td>Live chat (Virtual Chat)</td><td>2</td></tr><tr><td>Live chat (VirtualSpirits)</td><td>88</td></tr><tr><td>Live chat (WhatsApp Business Chat)</td><td>197391</td></tr><tr><td>Live chat (WidgetWhats)</td><td>349</td></tr><tr><td>Live chat (Wix Answers)</td><td>14</td></tr><tr><td>Live chat (Yandex.Messenger)</td><td>4</td></tr><tr><td>Live chat (Zendesk Chat)</td><td>14296</td></tr><tr><td>Live chat (Zendesk Sunshine Conversations)</td><td>35</td></tr><tr><td>Live chat (Zendesk)</td><td>13309</td></tr><tr><td>Live chat (iAdvize)</td><td>470</td></tr><tr><td>Live chat (yellow\.ai)</td><td>129</td></tr><tr><td>Livestreaming (Acquire Cobrowse)</td><td>12</td></tr><tr><td>Livestreaming (Bambuser)</td><td>183</td></tr><tr><td>Livestreaming (Chord)</td><td>7</td></tr><tr><td>Livestreaming (Cloudflare Stream)</td><td>372</td></tr><tr><td>Livestreaming (Confer With)</td><td>10</td></tr><tr><td>Livestreaming (Conviva)</td><td>24</td></tr><tr><td>Livestreaming (Go Instore)</td><td>21</td></tr><tr><td>Livestreaming (Hero)</td><td>47</td></tr><tr><td>Livestreaming (Kaltura)</td><td>9412</td></tr><tr><td>Livestreaming (Livescale)</td><td>15</td></tr><tr><td>Livestreaming (Vonage Video API)</td><td>30</td></tr><tr><td>Load balancers (Amazon ALB)</td><td>37144</td></tr><tr><td>Load balancers (Amazon ELB)</td><td>7993</td></tr><tr><td>Load balancers (Application Request Routing)</td><td>2148</td></tr><tr><td>Load balancers (Azure Front Door)</td><td>10546</td></tr><tr><td>Loyalty & rewards (BON Loyalty)</td><td>378</td></tr><tr><td>Loyalty & rewards (Beans)</td><td>43</td></tr><tr><td>Loyalty & rewards (Extole)</td><td>112</td></tr><tr><td>Loyalty & rewards (Flocktory)</td><td>9</td></tr><tr><td>Loyalty & rewards (Gameball)</td><td>88</td></tr><tr><td>Loyalty & rewards (Lootly)</td><td>65</td></tr><tr><td>Loyalty & rewards (LoyaltyLion)</td><td>1679</td></tr><tr><td>Loyalty & rewards (Nift)</td><td>3</td></tr><tr><td>Loyalty & rewards (Redonner)</td><td>19</td></tr><tr><td>Loyalty & rewards (ReferralCandy)</td><td>197</td></tr><tr><td>Loyalty & rewards (Rise.ai)</td><td>1300</td></tr><tr><td>Loyalty & rewards (SaaSquatch)</td><td>16</td></tr><tr><td>Loyalty & rewards (Smile)</td><td>8369</td></tr><tr><td>Loyalty & rewards (SpurIT Loyalty App)</td><td>28</td></tr><tr><td>Loyalty & rewards (Talkable)</td><td>331</td></tr><tr><td>Loyalty & rewards (Yotpo Loyalty & Referrals)</td><td>2131</td></tr><tr><td>Maps (Apple MapKit JS)</td><td>2697</td></tr><tr><td>Maps (ArcGIS API for JavaScript)</td><td>152</td></tr><tr><td>Maps (Baidu Maps)</td><td>160</td></tr><tr><td>Maps (ClustrMaps Widget)</td><td>423</td></tr><tr><td>Maps (Google Maps)</td><td>1000389</td></tr><tr><td>Maps (Here)</td><td>950</td></tr><tr><td>Maps (Leaflet)</td><td>122563</td></tr><tr><td>Maps (MapLibre GL JS)</td><td>333</td></tr><tr><td>Maps (Mapbox GL JS)</td><td>29318</td></tr><tr><td>Maps (Mapbox.js)</td><td>17376</td></tr><tr><td>Maps (Mapplic)</td><td>826</td></tr><tr><td>Maps (Maptalks)</td><td>4</td></tr><tr><td>Maps (Naver Maps)</td><td>13</td></tr><tr><td>Maps (OpenLayers)</td><td>3998</td></tr><tr><td>Maps (OpenStreetMap)</td><td>3786</td></tr><tr><td>Maps (RevolverMaps)</td><td>786</td></tr><tr><td>Maps (TomTom Maps)</td><td>153</td></tr><tr><td>Maps (WP Google Map Plugin)</td><td>10116</td></tr><tr><td>Marketing automation (6sense)</td><td>2925</td></tr><tr><td>Marketing automation (AD EBiS)</td><td>56</td></tr><tr><td>Marketing automation (Acquia Campaign Factory)</td><td>64</td></tr><tr><td>Marketing automation (Act-On)</td><td>1974</td></tr><tr><td>Marketing automation (Actito)</td><td>34</td></tr><tr><td>Marketing automation (ActiveCampaign)</td><td>26039</td></tr><tr><td>Marketing automation (Adabra)</td><td>9</td></tr><tr><td>Marketing automation (Aimtell)</td><td>201</td></tr><tr><td>Marketing automation (Airship)</td><td>16</td></tr><tr><td>Marketing automation (Autoketing)</td><td>12</td></tr><tr><td>Marketing automation (Automizely)</td><td>3423</td></tr><tr><td>Marketing automation (Autopilot)</td><td>1072</td></tr><tr><td>Marketing automation (Aweber)</td><td>2859</td></tr><tr><td>Marketing automation (Beeketing)</td><td>1607</td></tr><tr><td>Marketing automation (Birdeye)</td><td>4313</td></tr><tr><td>Marketing automation (Bluecore)</td><td>192</td></tr><tr><td>Marketing automation (BowNow)</td><td>71</td></tr><tr><td>Marketing automation (Branch)</td><td>1720</td></tr><tr><td>Marketing automation (Braze)</td><td>299</td></tr><tr><td>Marketing automation (BrightInfo)</td><td>15</td></tr><tr><td>Marketing automation (Bronto)</td><td>27</td></tr><tr><td>Marketing automation (BySide)</td><td>28</td></tr><tr><td>Marketing automation (Campaign Monitor)</td><td>5258</td></tr><tr><td>Marketing automation (CartKit)</td><td>16</td></tr><tr><td>Marketing automation (Carts Guru)</td><td>304</td></tr><tr><td>Marketing automation (ChannelAdvisor)</td><td>133</td></tr><tr><td>Marketing automation (CleverTap)</td><td>98</td></tr><tr><td>Marketing automation (ClickDimensions)</td><td>2186</td></tr><tr><td>Marketing automation (ClickFunnels)</td><td>1643</td></tr><tr><td>Marketing automation (Connectif)</td><td>557</td></tr><tr><td>Marketing automation (Constant Contact)</td><td>33955</td></tr><tr><td>Marketing automation (Contlo)</td><td>25</td></tr><tr><td>Marketing automation (ConvertKit)</td><td>2044</td></tr><tr><td>Marketing automation (Convertcart)</td><td>131</td></tr><tr><td>Marketing automation (Customer.io)</td><td>217</td></tr><tr><td>Marketing automation (Dealer Spike)</td><td>2010</td></tr><tr><td>Marketing automation (Dotdigital)</td><td>998</td></tr><tr><td>Marketing automation (Dreamdata)</td><td>1192</td></tr><tr><td>Marketing automation (Drip)</td><td>2475</td></tr><tr><td>Marketing automation (Eloqua)</td><td>11847</td></tr><tr><td>Marketing automation (Emarsys)</td><td>865</td></tr><tr><td>Marketing automation (Ematic Solutions)</td><td>7</td></tr><tr><td>Marketing automation (Emotive)</td><td>325</td></tr><tr><td>Marketing automation (ExitIntel)</td><td>35</td></tr><tr><td>Marketing automation (Firepush)</td><td>212</td></tr><tr><td>Marketing automation (Fomo)</td><td>598</td></tr><tr><td>Marketing automation (Freshworks CRM)</td><td>989</td></tr><tr><td>Marketing automation (Frizbit)</td><td>21</td></tr><tr><td>Marketing automation (Frosmo)</td><td>93</td></tr><tr><td>Marketing automation (FunnelCockpit)</td><td>163</td></tr><tr><td>Marketing automation (Genesys Cloud)</td><td>643</td></tr><tr><td>Marketing automation (GetResponse)</td><td>2344</td></tr><tr><td>Marketing automation (Grin)</td><td>742</td></tr><tr><td>Marketing automation (Growave)</td><td>1209</td></tr><tr><td>Marketing automation (HubSpot)</td><td>112853</td></tr><tr><td>Marketing automation (Hushly)</td><td>47</td></tr><tr><td>Marketing automation (Instabot)</td><td>170</td></tr><tr><td>Marketing automation (Invoca)</td><td>10009</td></tr><tr><td>Marketing automation (Iterable)</td><td>23</td></tr><tr><td>Marketing automation (Izooto)</td><td>157</td></tr><tr><td>Marketing automation (Jirafe)</td><td>10</td></tr><tr><td>Marketing automation (Kartra)</td><td>457</td></tr><tr><td>Marketing automation (Klaviyo)</td><td>50063</td></tr><tr><td>Marketing automation (Leanplum)</td><td>15</td></tr><tr><td>Marketing automation (Listrak)</td><td>814</td></tr><tr><td>Marketing automation (MAJIN)</td><td>1</td></tr><tr><td>Marketing automation (MailChimp for WordPress)</td><td>66945</td></tr><tr><td>Marketing automation (MailChimp)</td><td>257632</td></tr><tr><td>Marketing automation (MailerLite)</td><td>13997</td></tr><tr><td>Marketing automation (Mailmunch)</td><td>11341</td></tr><tr><td>Marketing automation (ManyChat)</td><td>2449</td></tr><tr><td>Marketing automation (ManyContacts)</td><td>17</td></tr><tr><td>Marketing automation (Mapp)</td><td>531</td></tr><tr><td>Marketing automation (Marketo)</td><td>6883</td></tr><tr><td>Marketing automation (Mautic)</td><td>5882</td></tr><tr><td>Marketing automation (Maxemail)</td><td>48</td></tr><tr><td>Marketing automation (Melis Platform)</td><td>6</td></tr><tr><td>Marketing automation (Mindbox)</td><td>34</td></tr><tr><td>Marketing automation (MoEngage)</td><td>90</td></tr><tr><td>Marketing automation (Najva)</td><td>4</td></tr><tr><td>Marketing automation (Netcore Cloud)</td><td>82</td></tr><tr><td>Marketing automation (Nextsale)</td><td>143</td></tr><tr><td>Marketing automation (Nudgify)</td><td>89</td></tr><tr><td>Marketing automation (Ometria)</td><td>234</td></tr><tr><td>Marketing automation (Omnisend)</td><td>10376</td></tr><tr><td>Marketing automation (OneSignal)</td><td>8427</td></tr><tr><td>Marketing automation (OptinMonster)</td><td>14440</td></tr><tr><td>Marketing automation (PayPal Marketing Solutions)</td><td>23629</td></tr><tr><td>Marketing automation (Postscript)</td><td>1759</td></tr><tr><td>Marketing automation (Prediggo)</td><td>1</td></tr><tr><td>Marketing automation (Privy)</td><td>8593</td></tr><tr><td>Marketing automation (PushEngage)</td><td>329</td></tr><tr><td>Marketing automation (PushOwl)</td><td>3189</td></tr><tr><td>Marketing automation (PushPushGo)</td><td>242</td></tr><tr><td>Marketing automation (Pushnami)</td><td>118</td></tr><tr><td>Marketing automation (Qualified)</td><td>727</td></tr><tr><td>Marketing automation (RD Station)</td><td>432</td></tr><tr><td>Marketing automation (RockRMS)</td><td>169</td></tr><tr><td>Marketing automation (Rockerbox)</td><td>188</td></tr><tr><td>Marketing automation (SALESmanago)</td><td>1792</td></tr><tr><td>Marketing automation (SEMrush)</td><td>48</td></tr><tr><td>Marketing automation (Sailthru)</td><td>658</td></tr><tr><td>Marketing automation (Salesforce Marketing Cloud Account Engagement)</td><td>13162</td></tr><tr><td>Marketing automation (Salesloft)</td><td>1872</td></tr><tr><td>Marketing automation (Satori)</td><td>32</td></tr><tr><td>Marketing automation (SendPulse)</td><td>266</td></tr><tr><td>Marketing automation (Sendinblue)</td><td>10068</td></tr><tr><td>Marketing automation (Shanon)</td><td>11</td></tr><tr><td>Marketing automation (SharpSpring)</td><td>6655</td></tr><tr><td>Marketing automation (ShopiMind)</td><td>397</td></tr><tr><td>Marketing automation (Signal)</td><td>1735</td></tr><tr><td>Marketing automation (Simplero)</td><td>417</td></tr><tr><td>Marketing automation (Sleeknote)</td><td>3929</td></tr><tr><td>Marketing automation (SocialLadder)</td><td>12</td></tr><tr><td>Marketing automation (SpotHopper)</td><td>3472</td></tr><tr><td>Marketing automation (Stylitics)</td><td>17</td></tr><tr><td>Marketing automation (Sumo)</td><td>6664</td></tr><tr><td>Marketing automation (Systeme.io)</td><td>140</td></tr><tr><td>Marketing automation (Truepush)</td><td>113</td></tr><tr><td>Marketing automation (VWO Engage)</td><td>404</td></tr><tr><td>Marketing automation (Vitals)</td><td>881</td></tr><tr><td>Marketing automation (Vizury)</td><td>15</td></tr><tr><td>Marketing automation (WebEngage)</td><td>130</td></tr><tr><td>Marketing automation (Webpushr)</td><td>563</td></tr><tr><td>Marketing automation (Wigzo)</td><td>29</td></tr><tr><td>Marketing automation (Wisepops)</td><td>1885</td></tr><tr><td>Marketing automation (Wunderkind)</td><td>479</td></tr><tr><td>Marketing automation (Xtremepush)</td><td>61</td></tr><tr><td>Marketing automation (Yotpo SMSBump)</td><td>1128</td></tr><tr><td>Marketing automation (Zotabox)</td><td>6997</td></tr><tr><td>Marketing automation (e-goi)</td><td>493</td></tr><tr><td>Marketing automation (eSputnik)</td><td>59</td></tr><tr><td>Marketing automation (emBlue)</td><td>33</td></tr><tr><td>Message boards (Asgaros Forum)</td><td>983</td></tr><tr><td>Message boards (Discourse)</td><td>50</td></tr><tr><td>Message boards (Discuz! X)</td><td>97</td></tr><tr><td>Message boards (FUDforum)</td><td>1</td></tr><tr><td>Message boards (Flarum)</td><td>6</td></tr><tr><td>Message boards (FluxBB)</td><td>3</td></tr><tr><td>Message boards (IPB)</td><td>293</td></tr><tr><td>Message boards (Mastodon)</td><td>4</td></tr><tr><td>Message boards (Mattermost)</td><td>1</td></tr><tr><td>Message boards (MyBB)</td><td>55</td></tr><tr><td>Message boards (NodeBB)</td><td>4</td></tr><tr><td>Message boards (PeerBoard)</td><td>28</td></tr><tr><td>Message boards (PeerTube)</td><td>2</td></tr><tr><td>Message boards (Reddit)</td><td>381</td></tr><tr><td>Message boards (Simple Machines Forum)</td><td>149</td></tr><tr><td>Message boards (TiddlyWiki)</td><td>8</td></tr><tr><td>Message boards (Tiki Wiki CMS Groupware)</td><td>154</td></tr><tr><td>Message boards (Vanilla)</td><td>8</td></tr><tr><td>Message boards (Web Wiz Forums)</td><td>4</td></tr><tr><td>Message boards (XenForo)</td><td>352</td></tr><tr><td>Message boards (phpBB)</td><td>475</td></tr><tr><td>Message boards (punBB)</td><td>6</td></tr><tr><td>Message boards (uKnowva)</td><td>1</td></tr><tr><td>Message boards (vBulletin)</td><td>256</td></tr><tr><td>Miscellaneous (Acquia Content Hub)</td><td>22</td></tr><tr><td>Miscellaneous (Acquire Cobrowse)</td><td>12</td></tr><tr><td>Miscellaneous (Admiral)</td><td>1320</td></tr><tr><td>Miscellaneous (Azure Edge Network)</td><td>36582</td></tr><tr><td>Miscellaneous (Babel)</td><td>278137</td></tr><tr><td>Miscellaneous (Buildertrend)</td><td>497</td></tr><tr><td>Miscellaneous (Buy with Prime)</td><td>273</td></tr><tr><td>Miscellaneous (Chevereto)</td><td>2</td></tr><tr><td>Miscellaneous (CoConstruct)</td><td>77</td></tr><tr><td>Miscellaneous (Cocos2d)</td><td>1</td></tr><tr><td>Miscellaneous (Combodo iTop)</td><td>1</td></tr><tr><td>Miscellaneous (CopyPoison)</td><td>48</td></tr><tr><td>Miscellaneous (CrownPeak)</td><td>355</td></tr><tr><td>Miscellaneous (DataMilk)</td><td>4</td></tr><tr><td>Miscellaneous (DreamApply)</td><td>1</td></tr><tr><td>Miscellaneous (EPrints)</td><td>4</td></tr><tr><td>Miscellaneous (GoAnywhere)</td><td>1</td></tr><tr><td>Miscellaneous (GoKwik)</td><td>1</td></tr><tr><td>Miscellaneous (Google Cloud Storage)</td><td>13890</td></tr><tr><td>Miscellaneous (Google Code Prettify)</td><td>12228</td></tr><tr><td>Miscellaneous (Gravatar)</td><td>70396</td></tr><tr><td>Miscellaneous (HTTP/2)</td><td>832</td></tr><tr><td>Miscellaneous (HTTP/3)</td><td>2085478</td></tr><tr><td>Miscellaneous (History)</td><td>182</td></tr><tr><td>Miscellaneous (Issuu)</td><td>13242</td></tr><tr><td>Miscellaneous (JobberBase)</td><td>7</td></tr><tr><td>Miscellaneous (K2)</td><td>3529</td></tr><tr><td>Miscellaneous (Kakao)</td><td>510</td></tr><tr><td>Miscellaneous (Lengow)</td><td>21</td></tr><tr><td>Miscellaneous (Less)</td><td>5955</td></tr><tr><td>Miscellaneous (Libravatar)</td><td>1</td></tr><tr><td>Miscellaneous (Livewire)</td><td>4427</td></tr><tr><td>Miscellaneous (Loqate)</td><td>1272</td></tr><tr><td>Miscellaneous (LottieFiles)</td><td>51284</td></tr><tr><td>Miscellaneous (Magewire)</td><td>9</td></tr><tr><td>Miscellaneous (Module Federation)</td><td>2256519</td></tr><tr><td>Miscellaneous (NewStore)</td><td>26</td></tr><tr><td>Miscellaneous (Nextcloud)</td><td>158</td></tr><tr><td>Miscellaneous (Open Graph)</td><td>6455696</td></tr><tr><td>Miscellaneous (Oracle Dynamic Monitoring Service)</td><td>481</td></tr><tr><td>Miscellaneous (PDF.js)</td><td>6153</td></tr><tr><td>Miscellaneous (PWA)</td><td>796534</td></tr><tr><td>Miscellaneous (ParkingCrew)</td><td>4</td></tr><tr><td>Miscellaneous (Permutive)</td><td>921</td></tr><tr><td>Miscellaneous (Pixc)</td><td>9</td></tr><tr><td>Miscellaneous (Plaid)</td><td>839</td></tr><tr><td>Miscellaneous (Popper)</td><td>405327</td></tr><tr><td>Miscellaneous (Prefix-Free)</td><td>9462</td></tr><tr><td>Miscellaneous (Prism)</td><td>12943</td></tr><tr><td>Miscellaneous (Product Hunt)</td><td>345</td></tr><tr><td>Miscellaneous (Pygments)</td><td>145</td></tr><tr><td>Miscellaneous (RSS)</td><td>4429972</td></tr><tr><td>Miscellaneous (ResponsiveVoice)</td><td>2208</td></tr><tr><td>Miscellaneous (SOBI 2)</td><td>40</td></tr><tr><td>Miscellaneous (SPDY)</td><td>2</td></tr><tr><td>Miscellaneous (SWC)</td><td>25898</td></tr><tr><td>Miscellaneous (SWFObject)</td><td>94827</td></tr><tr><td>Miscellaneous (ServiceNow)</td><td>637</td></tr><tr><td>Miscellaneous (SheerID)</td><td>62</td></tr><tr><td>Miscellaneous (ShoppingFeeder)</td><td>206</td></tr><tr><td>Miscellaneous (SobiPro)</td><td>41</td></tr><tr><td>Miscellaneous (Splunkd)</td><td>5</td></tr><tr><td>Miscellaneous (Spotify Web API)</td><td>40</td></tr><tr><td>Miscellaneous (Sprig plugin)</td><td>450</td></tr><tr><td>Miscellaneous (Sqreen)</td><td>1</td></tr><tr><td>Miscellaneous (SyntaxHighlighter)</td><td>3233</td></tr><tr><td>Miscellaneous (T1 Comercios)</td><td>1</td></tr><tr><td>Miscellaneous (Tapcart)</td><td>400</td></tr><tr><td>Miscellaneous (Vite)</td><td>790</td></tr><tr><td>Miscellaneous (Vue2-animate)</td><td>14</td></tr><tr><td>Miscellaneous (Webmin)</td><td>45</td></tr><tr><td>Miscellaneous (Webpack)</td><td>2476983</td></tr><tr><td>Miscellaneous (Websocket)</td><td>40</td></tr><tr><td>Miscellaneous (WeltPixel Pearl Theme)</td><td>629</td></tr><tr><td>Miscellaneous (Yext)</td><td>12822</td></tr><tr><td>Miscellaneous (Zabbix)</td><td>16</td></tr><tr><td>Miscellaneous (cgit)</td><td>3</td></tr><tr><td>Miscellaneous (eNamad)</td><td>91</td></tr><tr><td>Miscellaneous (iHomefinder IDX)</td><td>1976</td></tr><tr><td>Miscellaneous (ownCloud)</td><td>64</td></tr><tr><td>Miscellaneous (parcel)</td><td>25898</td></tr><tr><td>Miscellaneous (petite-vue)</td><td>70</td></tr><tr><td>Mobile frameworks (Enyo)</td><td>4</td></tr><tr><td>Mobile frameworks (Mobify)</td><td>345</td></tr><tr><td>Mobile frameworks (Wink)</td><td>7662</td></tr><tr><td>Mobile frameworks (jQTouch)</td><td>24</td></tr><tr><td>Mobile frameworks (jQuery Mobile)</td><td>186281</td></tr><tr><td>Mobile frameworks (jQuery-pjax)</td><td>8745</td></tr><tr><td>Network storage (IPFS)</td><td>41</td></tr><tr><td>Network storage (Synology DiskStation)</td><td>31</td></tr><tr><td>Operating systems (AlmaLinux)</td><td>2450</td></tr><tr><td>Operating systems (CentOS)</td><td>85951</td></tr><tr><td>Operating systems (Darwin)</td><td>29</td></tr><tr><td>Operating systems (Debian)</td><td>136207</td></tr><tr><td>Operating systems (Fedora)</td><td>2852</td></tr><tr><td>Operating systems (FreeBSD)</td><td>8562</td></tr><tr><td>Operating systems (Gentoo)</td><td>5998</td></tr><tr><td>Operating systems (Raspbian)</td><td>260</td></tr><tr><td>Operating systems (Red Hat)</td><td>6105</td></tr><tr><td>Operating systems (SUSE)</td><td>1191</td></tr><tr><td>Operating systems (Scientific Linux)</td><td>95</td></tr><tr><td>Operating systems (SunOS)</td><td>1</td></tr><tr><td>Operating systems (UNIX)</td><td>224819</td></tr><tr><td>Operating systems (Ubuntu)</td><td>238626</td></tr><tr><td>Operating systems (UniFi OS)</td><td>5</td></tr><tr><td>Operating systems (Windows Server)</td><td>422275</td></tr><tr><td>Operating systems (YunoHost)</td><td>37</td></tr><tr><td>PaaS (Acquia Cloud Platform)</td><td>7783</td></tr><tr><td>PaaS (Amazon Web Services)</td><td>350451</td></tr><tr><td>PaaS (Aruba.it)</td><td>105223</td></tr><tr><td>PaaS (Azure)</td><td>47049</td></tr><tr><td>PaaS (Betty Blocks)</td><td>3</td></tr><tr><td>PaaS (Cloudflare Workers)</td><td>669</td></tr><tr><td>PaaS (Cloudways)</td><td>25675</td></tr><tr><td>PaaS (Deno Deploy)</td><td>29</td></tr><tr><td>PaaS (Deta)</td><td>1</td></tr><tr><td>PaaS (Edgio)</td><td>188</td></tr><tr><td>PaaS (Fly.io)</td><td>1581</td></tr><tr><td>PaaS (Flywheel)</td><td>58952</td></tr><tr><td>PaaS (GitHub Pages)</td><td>9721</td></tr><tr><td>PaaS (Glitch)</td><td>1</td></tr><tr><td>PaaS (Heroku)</td><td>13348</td></tr><tr><td>PaaS (Hetzner)</td><td>2</td></tr><tr><td>PaaS (Kinsta)</td><td>32277</td></tr><tr><td>PaaS (Lagoon)</td><td>385</td></tr><tr><td>PaaS (Netlify)</td><td>25720</td></tr><tr><td>PaaS (Nexcess)</td><td>130</td></tr><tr><td>PaaS (OXID eShop Enterprise Edition)</td><td>316</td></tr><tr><td>PaaS (Pagely)</td><td>1935</td></tr><tr><td>PaaS (Pantheon)</td><td>18933</td></tr><tr><td>PaaS (Platform.sh)</td><td>5360</td></tr><tr><td>PaaS (PlatformOS)</td><td>229</td></tr><tr><td>PaaS (Pressable)</td><td>6642</td></tr><tr><td>PaaS (PythonAnywhere)</td><td>291</td></tr><tr><td>PaaS (Render)</td><td>186</td></tr><tr><td>PaaS (Seravo)</td><td>3607</td></tr><tr><td>PaaS (SiteGround)</td><td>91351</td></tr><tr><td>PaaS (Spryker)</td><td>35</td></tr><tr><td>PaaS (Tencent Cloud)</td><td>24</td></tr><tr><td>PaaS (Vercel)</td><td>20275</td></tr><tr><td>PaaS (WP Engine)</td><td>211293</td></tr><tr><td>PaaS (WordPress VIP)</td><td>2827</td></tr><tr><td>PaaS (WordPress.com)</td><td>52344</td></tr><tr><td>PaaS (Yandex.Cloud)</td><td>8</td></tr><tr><td>Page builders (Acquia Site Studio)</td><td>61</td></tr><tr><td>Page builders (Adobe Portfolio)</td><td>6153</td></tr><tr><td>Page builders (ApexPages)</td><td>115</td></tr><tr><td>Page builders (BeyondMenu)</td><td>1</td></tr><tr><td>Page builders (Boats Group)</td><td>396</td></tr><tr><td>Page builders (Bold Page Builder)</td><td>4626</td></tr><tr><td>Page builders (Breakdance)</td><td>1400</td></tr><tr><td>Page builders (Bricks)</td><td>2926</td></tr><tr><td>Page builders (Bricksite)</td><td>55</td></tr><tr><td>Page builders (Bubble)</td><td>217</td></tr><tr><td>Page builders (Cargo)</td><td>4957</td></tr><tr><td>Page builders (Carrd)</td><td>859</td></tr><tr><td>Page builders (Chinese Menu Online)</td><td>477</td></tr><tr><td>Page builders (ClickFunnels)</td><td>1643</td></tr><tr><td>Page builders (Colibri WP)</td><td>9362</td></tr><tr><td>Page builders (Convertri)</td><td>136</td></tr><tr><td>Page builders (Divi)</td><td>462811</td></tr><tr><td>Page builders (Doteasy Website Builder)</td><td>251</td></tr><tr><td>Page builders (Elementor)</td><td>867437</td></tr><tr><td>Page builders (Flazio)</td><td>1366</td></tr><tr><td>Page builders (Framer Sites)</td><td>1021</td></tr><tr><td>Page builders (Frontastic)</td><td>16</td></tr><tr><td>Page builders (Funnelish)</td><td>3</td></tr><tr><td>Page builders (GemPages)</td><td>2287</td></tr><tr><td>Page builders (GenerateBlocks)</td><td>8188</td></tr><tr><td>Page builders (GoDaddy CoBlocks)</td><td>34492</td></tr><tr><td>Page builders (GrapesJS)</td><td>8</td></tr><tr><td>Page builders (Homestead)</td><td>16232</td></tr><tr><td>Page builders (Hostinger Website Builder)</td><td>810</td></tr><tr><td>Page builders (Hypervisual Page Builder)</td><td>264</td></tr><tr><td>Page builders (Instapage)</td><td>194</td></tr><tr><td>Page builders (JouwWeb)</td><td>14875</td></tr><tr><td>Page builders (Launchrock)</td><td>14</td></tr><tr><td>Page builders (LayoutHub)</td><td>1473</td></tr><tr><td>Page builders (LiveCanvas)</td><td>409</td></tr><tr><td>Page builders (MailerLite Website Builder)</td><td>14</td></tr><tr><td>Page builders (Menufy Website)</td><td>1774</td></tr><tr><td>Page builders (Mobirise)</td><td>9717</td></tr><tr><td>Page builders (MySiteNow)</td><td>1</td></tr><tr><td>Page builders (MyWebsite Creator)</td><td>77991</td></tr><tr><td>Page builders (MyWebsite Now)</td><td>4922</td></tr><tr><td>Page builders (MyWebsite)</td><td>77951</td></tr><tr><td>Page builders (Mysitefy)</td><td>1</td></tr><tr><td>Page builders (Nicepage)</td><td>8213</td></tr><tr><td>Page builders (Notion)</td><td>216</td></tr><tr><td>Page builders (Oopy)</td><td>1</td></tr><tr><td>Page builders (Oracle Application Express)</td><td>83</td></tr><tr><td>Page builders (Oxygen)</td><td>20663</td></tr><tr><td>Page builders (PageFly)</td><td>1803</td></tr><tr><td>Page builders (Pixieset Website)</td><td>895</td></tr><tr><td>Page builders (Plasmic)</td><td>32</td></tr><tr><td>Page builders (Platforma LP)</td><td>28</td></tr><tr><td>Page builders (PromoBuilding)</td><td>1</td></tr><tr><td>Page builders (Readymag)</td><td>503</td></tr><tr><td>Page builders (STUDIO)</td><td>34</td></tr><tr><td>Page builders (SeedProd Coming Soon)</td><td>11985</td></tr><tr><td>Page builders (Semplice)</td><td>3032</td></tr><tr><td>Page builders (Shogun Page Builder)</td><td>5934</td></tr><tr><td>Page builders (Showit)</td><td>4007</td></tr><tr><td>Page builders (Simvoly)</td><td>1452</td></tr><tr><td>Page builders (SiteOrigin Page Builder)</td><td>73662</td></tr><tr><td>Page builders (SiteW)</td><td>2</td></tr><tr><td>Page builders (Softr)</td><td>153</td></tr><tr><td>Page builders (SpotHopper)</td><td>3472</td></tr><tr><td>Page builders (Stackable)</td><td>8054</td></tr><tr><td>Page builders (Stackbit)</td><td>142</td></tr><tr><td>Page builders (Super Builder)</td><td>128</td></tr><tr><td>Page builders (The Church Co)</td><td>1040</td></tr><tr><td>Page builders (Thrive Architect)</td><td>10011</td></tr><tr><td>Page builders (Umso)</td><td>81</td></tr><tr><td>Page builders (Unbounce)</td><td>5267</td></tr><tr><td>Page builders (Unicorn Platform)</td><td>60</td></tr><tr><td>Page builders (Vev)</td><td>64</td></tr><tr><td>Page builders (Visual Composer)</td><td>7947</td></tr><tr><td>Page builders (WebNode)</td><td>24541</td></tr><tr><td>Page builders (WebZi)</td><td>13</td></tr><tr><td>Page builders (Webflow)</td><td>71417</td></tr><tr><td>Page builders (WebsiteBuilder)</td><td>3598</td></tr><tr><td>Page builders (Ycode)</td><td>5</td></tr><tr><td>Page builders (Yola)</td><td>8443</td></tr><tr><td>Page builders (Zipify Pages)</td><td>82</td></tr><tr><td>Page builders (wpBakery)</td><td>555966</td></tr><tr><td>Payment processors (Adyen)</td><td>18</td></tr><tr><td>Payment processors (Affirm)</td><td>3446</td></tr><tr><td>Payment processors (Afterpay)</td><td>4344</td></tr><tr><td>Payment processors (Amazon Pay)</td><td>18923</td></tr><tr><td>Payment processors (American Express)</td><td>70004</td></tr><tr><td>Payment processors (Amex Express Checkout)</td><td>23</td></tr><tr><td>Payment processors (Aplazame)</td><td>398</td></tr><tr><td>Payment processors (Apple Pay)</td><td>121520</td></tr><tr><td>Payment processors (Bitcoin)</td><td>102</td></tr><tr><td>Payment processors (Bolt Payments)</td><td>148</td></tr><tr><td>Payment processors (Braintree)</td><td>770</td></tr><tr><td>Payment processors (Bread)</td><td>39</td></tr><tr><td>Payment processors (Catch)</td><td>9</td></tr><tr><td>Payment processors (ChargeAfter)</td><td>14</td></tr><tr><td>Payment processors (Chargebee)</td><td>345</td></tr><tr><td>Payment processors (Checkout.com)</td><td>82</td></tr><tr><td>Payment processors (CitrusPay)</td><td>5</td></tr><tr><td>Payment processors (Coinbase Commerce)</td><td>87</td></tr><tr><td>Payment processors (Conekta)</td><td>28</td></tr><tr><td>Payment processors (Cybersource)</td><td>214</td></tr><tr><td>Payment processors (DigitalRiver)</td><td>5</td></tr><tr><td>Payment processors (DivideBuy)</td><td>51</td></tr><tr><td>Payment processors (Divido)</td><td>27</td></tr><tr><td>Payment processors (Facebook Pay)</td><td>9</td></tr><tr><td>Payment processors (Forte)</td><td>6</td></tr><tr><td>Payment processors (Four)</td><td>161</td></tr><tr><td>Payment processors (Google Pay)</td><td>57857</td></tr><tr><td>Payment processors (Google Wallet)</td><td>162</td></tr><tr><td>Payment processors (Grab Pay Later)</td><td>13</td></tr><tr><td>Payment processors (Heartland Payment Systems)</td><td>18</td></tr><tr><td>Payment processors (Iamport)</td><td>6</td></tr><tr><td>Payment processors (Instamojo)</td><td>3</td></tr><tr><td>Payment processors (JUST)</td><td>77</td></tr><tr><td>Payment processors (Juspay)</td><td>1</td></tr><tr><td>Payment processors (Klarna Checkout)</td><td>14888</td></tr><tr><td>Payment processors (KueskiPay)</td><td>8</td></tr><tr><td>Payment processors (Lemon Squeezy)</td><td>5</td></tr><tr><td>Payment processors (Liberapay)</td><td>17</td></tr><tr><td>Payment processors (Mastercard)</td><td>77439</td></tr><tr><td>Payment processors (Mokka)</td><td>4</td></tr><tr><td>Payment processors (Mollie)</td><td>1422</td></tr><tr><td>Payment processors (Moneris)</td><td>444</td></tr><tr><td>Payment processors (Omise)</td><td>7</td></tr><tr><td>Payment processors (OpenPay)</td><td>12</td></tr><tr><td>Payment processors (Ordergroove)</td><td>180</td></tr><tr><td>Payment processors (Pace)</td><td>4</td></tr><tr><td>Payment processors (Paddle)</td><td>122</td></tr><tr><td>Payment processors (PagSeguro)</td><td>2</td></tr><tr><td>Payment processors (Partial.ly)</td><td>10</td></tr><tr><td>Payment processors (Patreon)</td><td>2973</td></tr><tr><td>Payment processors (PayBright)</td><td>3</td></tr><tr><td>Payment processors (PayFast)</td><td>1</td></tr><tr><td>Payment processors (PayPal)</td><td>227427</td></tr><tr><td>Payment processors (PayWhirl)</td><td>15</td></tr><tr><td>Payment processors (Payflex)</td><td>5</td></tr><tr><td>Payment processors (Payl8r)</td><td>25</td></tr><tr><td>Payment processors (Paysafe)</td><td>35</td></tr><tr><td>Payment processors (Plaid)</td><td>839</td></tr><tr><td>Payment processors (Plug\&Pay)</td><td>1</td></tr><tr><td>Payment processors (Razorpay)</td><td>120</td></tr><tr><td>Payment processors (Recharge)</td><td>5271</td></tr><tr><td>Payment processors (Recurly)</td><td>1702</td></tr><tr><td>Payment processors (Scalapay)</td><td>740</td></tr><tr><td>Payment processors (Sezzle)</td><td>2678</td></tr><tr><td>Payment processors (Shop Pay)</td><td>114284</td></tr><tr><td>Payment processors (SkyVerge)</td><td>7196</td></tr><tr><td>Payment processors (SplitIt)</td><td>52</td></tr><tr><td>Payment processors (SpurIT Partial Payments App)</td><td>182</td></tr><tr><td>Payment processors (SpurIT Recurring Payments App)</td><td>259</td></tr><tr><td>Payment processors (Square)</td><td>7856</td></tr><tr><td>Payment processors (Stripe)</td><td>49328</td></tr><tr><td>Payment processors (T1 Pagos)</td><td>1</td></tr><tr><td>Payment processors (Tabby)</td><td>342</td></tr><tr><td>Payment processors (Tamara)</td><td>5</td></tr><tr><td>Payment processors (Vanco Payment Solutions)</td><td>3463</td></tr><tr><td>Payment processors (Venmo)</td><td>53054</td></tr><tr><td>Payment processors (Verifone 2Checkout)</td><td>2129</td></tr><tr><td>Payment processors (Visa Checkout)</td><td>127</td></tr><tr><td>Payment processors (Visa)</td><td>77415</td></tr><tr><td>Payment processors (Wirecard)</td><td>5</td></tr><tr><td>Payment processors (WorldPay)</td><td>598</td></tr><tr><td>Payment processors (YooMoney)</td><td>7</td></tr><tr><td>Payment processors (Zip)</td><td>699</td></tr><tr><td>Payment processors (bSecure)</td><td>2</td></tr><tr><td>Payment processors (eWAY Payments)</td><td>1062</td></tr><tr><td>Payment processors (iyzico)</td><td>12</td></tr><tr><td>Payment processors (mobicred)</td><td>8</td></tr><tr><td>Performance (AiSpeed)</td><td>24</td></tr><tr><td>Performance (Autoptimize)</td><td>141754</td></tr><tr><td>Performance (Azure Monitor)</td><td>5201</td></tr><tr><td>Performance (Blitz)</td><td>1104</td></tr><tr><td>Performance (Booster Page Speed Optimizer)</td><td>3912</td></tr><tr><td>Performance (Cloudflare Rocket Loader)</td><td>44766</td></tr><tr><td>Performance (Cloudflare Zaraz)</td><td>88</td></tr><tr><td>Performance (EWWW Image Optimizer)</td><td>32468</td></tr><tr><td>Performance (Fasterize)</td><td>171</td></tr><tr><td>Performance (Flying Pages)</td><td>3241</td></tr><tr><td>Performance (FlyingPress)</td><td>1138</td></tr><tr><td>Performance (Google Cloud Trace)</td><td>6976</td></tr><tr><td>Performance (Google PageSpeed)</td><td>39742</td></tr><tr><td>Performance (Gumlet)</td><td>197</td></tr><tr><td>Performance (Hyperspeed)</td><td>26</td></tr><tr><td>Performance (ImageEngine)</td><td>280</td></tr><tr><td>Performance (Instant.Page)</td><td>10488</td></tr><tr><td>Performance (InstantClick)</td><td>2035</td></tr><tr><td>Performance (Intersection Observer)</td><td>1571</td></tr><tr><td>Performance (Jumbo)</td><td>67</td></tr><tr><td>Performance (LazySizes unveilhooks plugin)</td><td>4517</td></tr><tr><td>Performance (LazySizes)</td><td>620053</td></tr><tr><td>Performance (Lozad.js)</td><td>213076</td></tr><tr><td>Performance (NitroPack)</td><td>15741</td></tr><tr><td>Performance (Partytown)</td><td>935</td></tr><tr><td>Performance (PerfectApps Swift)</td><td>557</td></tr><tr><td>Performance (Perfmatters)</td><td>10402</td></tr><tr><td>Performance (Performance Lab)</td><td>14716</td></tr><tr><td>Performance (Priority Hints)</td><td>2242120</td></tr><tr><td>Performance (Queue-it)</td><td>277</td></tr><tr><td>Performance (Quicklink)</td><td>30229</td></tr><tr><td>Performance (Quicq)</td><td>30</td></tr><tr><td>Performance (Sections.design Shopify App Optimization)</td><td>256</td></tr><tr><td>Performance (ShortPixel Image Optimizer)</td><td>156</td></tr><tr><td>Performance (Speed Kit)</td><td>391</td></tr><tr><td>Performance (SpeedSize)</td><td>28</td></tr><tr><td>Performance (Turbo)</td><td>3520</td></tr><tr><td>Performance (Turbolinks)</td><td>9068</td></tr><tr><td>Performance (WP Fastest Cache)</td><td>108996</td></tr><tr><td>Performance (WP-Optimize)</td><td>52208</td></tr><tr><td>Performance (Yottaa)</td><td>614</td></tr><tr><td>Performance (a3 Lazy Load)</td><td>15651</td></tr><tr><td>Personalisation (4-Tell)</td><td>27</td></tr><tr><td>Personalisation (6sense)</td><td>2925</td></tr><tr><td>Personalisation (Acquia Personalization)</td><td>327</td></tr><tr><td>Personalisation (Actito)</td><td>34</td></tr><tr><td>Personalisation (Adobe Target)</td><td>6437</td></tr><tr><td>Personalisation (Apptus)</td><td>38</td></tr><tr><td>Personalisation (Attentive)</td><td>4639</td></tr><tr><td>Personalisation (Attraqt)</td><td>87</td></tr><tr><td>Personalisation (Barilliance)</td><td>7</td></tr><tr><td>Personalisation (Beyable)</td><td>106</td></tr><tr><td>Personalisation (Blueknow)</td><td>46</td></tr><tr><td>Personalisation (Bold Commerce)</td><td>6796</td></tr><tr><td>Personalisation (BrainSINS)</td><td>4</td></tr><tr><td>Personalisation (Breinify)</td><td>2</td></tr><tr><td>Personalisation (BySide)</td><td>28</td></tr><tr><td>Personalisation (Clerk.io)</td><td>1097</td></tr><tr><td>Personalisation (Clinch)</td><td>20</td></tr><tr><td>Personalisation (Combeenation)</td><td>1</td></tr><tr><td>Personalisation (Connectif)</td><td>557</td></tr><tr><td>Personalisation (Coveo)</td><td>1289</td></tr><tr><td>Personalisation (Cross Sell)</td><td>787</td></tr><tr><td>Personalisation (Customily)</td><td>139</td></tr><tr><td>Personalisation (Cxense)</td><td>1177</td></tr><tr><td>Personalisation (Demandbase)</td><td>1736</td></tr><tr><td>Personalisation (Depict)</td><td>24</td></tr><tr><td>Personalisation (Dynamic Yield)</td><td>1272</td></tr><tr><td>Personalisation (Fanplayr)</td><td>36</td></tr><tr><td>Personalisation (Findify)</td><td>101</td></tr><tr><td>Personalisation (Fit Analytics)</td><td>6</td></tr><tr><td>Personalisation (HulkApps Infinite Product Options)</td><td>1921</td></tr><tr><td>Personalisation (Jivox)</td><td>74</td></tr><tr><td>Personalisation (Justuno)</td><td>2299</td></tr><tr><td>Personalisation (Kibo Personalization)</td><td>719</td></tr><tr><td>Personalisation (Kiwi Sizing)</td><td>1974</td></tr><tr><td>Personalisation (LimeSpot)</td><td>596</td></tr><tr><td>Personalisation (Linx Impulse)</td><td>5</td></tr><tr><td>Personalisation (Loop54)</td><td>28</td></tr><tr><td>Personalisation (Movable Ink)</td><td>549</td></tr><tr><td>Personalisation (Nosto)</td><td>976</td></tr><tr><td>Personalisation (Obviyo)</td><td>75</td></tr><tr><td>Personalisation (Optimizely)</td><td>19115</td></tr><tr><td>Personalisation (Oracle Maxymiser)</td><td>312</td></tr><tr><td>Personalisation (PersonaClick)</td><td>9</td></tr><tr><td>Personalisation (Personizely)</td><td>273</td></tr><tr><td>Personalisation (Perzonalization)</td><td>64</td></tr><tr><td>Personalisation (Piano)</td><td>736</td></tr><tr><td>Personalisation (Poloriz)</td><td>3</td></tr><tr><td>Personalisation (Potions)</td><td>41</td></tr><tr><td>Personalisation (Prediggo)</td><td>1</td></tr><tr><td>Personalisation (Printful)</td><td>4434</td></tr><tr><td>Personalisation (Product Personalizer)</td><td>785</td></tr><tr><td>Personalisation (Qstomizer)</td><td>68</td></tr><tr><td>Personalisation (Qubit)</td><td>57</td></tr><tr><td>Personalisation (Raptor)</td><td>124</td></tr><tr><td>Personalisation (Rebuy)</td><td>1808</td></tr><tr><td>Personalisation (RecoverMyCart)</td><td>1384</td></tr><tr><td>Personalisation (Reelevant)</td><td>5</td></tr><tr><td>Personalisation (Reflektion)</td><td>85</td></tr><tr><td>Personalisation (Relewise)</td><td>23</td></tr><tr><td>Personalisation (Retail Rocket)</td><td>130</td></tr><tr><td>Personalisation (RevLifter)</td><td>59</td></tr><tr><td>Personalisation (Revieve)</td><td>11</td></tr><tr><td>Personalisation (RichRelevance)</td><td>92</td></tr><tr><td>Personalisation (Rokt)</td><td>88</td></tr><tr><td>Personalisation (Sailthru)</td><td>658</td></tr><tr><td>Personalisation (SaleCycle)</td><td>119</td></tr><tr><td>Personalisation (SalesFire)</td><td>871</td></tr><tr><td>Personalisation (Salesforce Interaction Studio)</td><td>1147</td></tr><tr><td>Personalisation (Sizebay)</td><td>2</td></tr><tr><td>Personalisation (Syndeca)</td><td>4</td></tr><tr><td>Personalisation (Syte)</td><td>56</td></tr><tr><td>Personalisation (Target2Sell)</td><td>78</td></tr><tr><td>Personalisation (The Hotels Network)</td><td>2049</td></tr><tr><td>Personalisation (Trbo)</td><td>151</td></tr><tr><td>Personalisation (Triggerbee)</td><td>216</td></tr><tr><td>Personalisation (True Fit)</td><td>19</td></tr><tr><td>Personalisation (Twik)</td><td>213</td></tr><tr><td>Personalisation (Unbxd)</td><td>99</td></tr><tr><td>Personalisation (Usizy)</td><td>21</td></tr><tr><td>Personalisation (VerifyPass)</td><td>413</td></tr><tr><td>Personalisation (Visely)</td><td>15</td></tr><tr><td>Personalisation (Vue.ai)</td><td>8</td></tr><tr><td>Personalisation (Wair)</td><td>57</td></tr><tr><td>Personalisation (WebEngage)</td><td>130</td></tr><tr><td>Personalisation (Worldz)</td><td>94</td></tr><tr><td>Personalisation (XGen Ai)</td><td>27</td></tr><tr><td>Personalisation (Yieldify)</td><td>193</td></tr><tr><td>Personalisation (Zakeke Interactive Product Designer)</td><td>210</td></tr><tr><td>Personalisation (Zakeke Visual Customizer)</td><td>228</td></tr><tr><td>Personalisation (Zakeke)</td><td>540</td></tr><tr><td>Personalisation (Zoho PageSense)</td><td>3503</td></tr><tr><td>Personalisation (iGoDigital)</td><td>1649</td></tr><tr><td>Personalisation (uMarketingSuite)</td><td>77</td></tr><tr><td>Photo galleries (Chevereto)</td><td>2</td></tr><tr><td>Photo galleries (Coppermine)</td><td>20</td></tr><tr><td>Photo galleries (FooPlugins FooGallery)</td><td>4391</td></tr><tr><td>Photo galleries (Gallery)</td><td>18</td></tr><tr><td>Photo galleries (Imagely NextGEN Gallery)</td><td>27920</td></tr><tr><td>Photo galleries (JAlbum)</td><td>74</td></tr><tr><td>Photo galleries (Master Slider)</td><td>39031</td></tr><tr><td>Photo galleries (NextGEN Gallery)</td><td>41636</td></tr><tr><td>Photo galleries (Photo Gallery)</td><td>40368</td></tr><tr><td>Photo galleries (PhotoSwipe)</td><td>214928</td></tr><tr><td>Photo galleries (Piwigo)</td><td>82</td></tr><tr><td>Photo galleries (Responsive Lightbox & Gallery)</td><td>39856</td></tr><tr><td>Photo galleries (Slider Revolution)</td><td>806031</td></tr><tr><td>Photo galleries (SmugMug)</td><td>1029</td></tr><tr><td>Photo galleries (Zenfolio)</td><td>1884</td></tr><tr><td>Programming languages (Adobe Flash)</td><td>54985</td></tr><tr><td>Programming languages (AsciiDoc)</td><td>6</td></tr><tr><td>Programming languages (C)</td><td>61</td></tr><tr><td>Programming languages (CFML)</td><td>131414</td></tr><tr><td>Programming languages (Dart)</td><td>385</td></tr><tr><td>Programming languages (Elixir)</td><td>534</td></tr><tr><td>Programming languages (Elm)</td><td>77</td></tr><tr><td>Programming languages (Erlang)</td><td>7975</td></tr><tr><td>Programming languages (GeneXus)</td><td>2</td></tr><tr><td>Programming languages (Go)</td><td>62</td></tr><tr><td>Programming languages (GraphQL)</td><td>8042</td></tr><tr><td>Programming languages (Haskell)</td><td>4</td></tr><tr><td>Programming languages (Java)</td><td>109551</td></tr><tr><td>Programming languages (KPHP)</td><td>2</td></tr><tr><td>Programming languages (Lua)</td><td>194</td></tr><tr><td>Programming languages (Node.js)</td><td>126069</td></tr><tr><td>Programming languages (PHP)</td><td>6476741</td></tr><tr><td>Programming languages (Perl)</td><td>7016</td></tr><tr><td>Programming languages (Python)</td><td>42539</td></tr><tr><td>Programming languages (Ruby)</td><td>114397</td></tr><tr><td>Programming languages (Rust)</td><td>3</td></tr><tr><td>Programming languages (Sass)</td><td>145</td></tr><tr><td>Programming languages (Scala)</td><td>1424</td></tr><tr><td>Programming languages (TypeScript)</td><td>66806</td></tr><tr><td>Programming languages (WebAssembly)</td><td>2</td></tr><tr><td>Programming languages (XSLT)</td><td>2601</td></tr><tr><td>RUM (Akamai mPulse)</td><td>43620</td></tr><tr><td>RUM (Amazon CloudWatch RUM)</td><td>317</td></tr><tr><td>RUM (AppDynamics)</td><td>998</td></tr><tr><td>RUM (Atatus)</td><td>38</td></tr><tr><td>RUM (Blue Triangle)</td><td>196</td></tr><tr><td>RUM (Boomerang)</td><td>199635</td></tr><tr><td>RUM (Cloudflare Browser Insights)</td><td>73601</td></tr><tr><td>RUM (Datadog)</td><td>23541</td></tr><tr><td>RUM (Dynatrace RUM)</td><td>4211</td></tr><tr><td>RUM (Eggplant)</td><td>39</td></tr><tr><td>RUM (Elastic APM)</td><td>8012</td></tr><tr><td>RUM (Instana)</td><td>398</td></tr><tr><td>RUM (Microsoft Application Insights)</td><td>5103</td></tr><tr><td>RUM (New Relic)</td><td>112634</td></tr><tr><td>RUM (Pingdom RUM)</td><td>4675</td></tr><tr><td>RUM (Quanta)</td><td>21</td></tr><tr><td>RUM (RapidSpike)</td><td>57</td></tr><tr><td>RUM (Raygun)</td><td>835</td></tr><tr><td>RUM (Sematext Experience)</td><td>28</td></tr><tr><td>RUM (Site24x7)</td><td>7408</td></tr><tr><td>RUM (SpeedCurve)</td><td>540</td></tr><tr><td>RUM (Splunk RUM)</td><td>2</td></tr><tr><td>RUM (Stackify)</td><td>13</td></tr><tr><td>RUM (Uptrends)</td><td>226</td></tr><tr><td>RUM (web-vitals)</td><td>208364</td></tr><tr><td>Recruitment & staffing (ApplicantStack)</td><td>365</td></tr><tr><td>Recruitment & staffing (BambooHR)</td><td>1919</td></tr><tr><td>Recruitment & staffing (Comeet)</td><td>14</td></tr><tr><td>Recruitment & staffing (DreamApply)</td><td>1</td></tr><tr><td>Recruitment & staffing (Ellucian CRM Recruit)</td><td>110</td></tr><tr><td>Recruitment & staffing (Freshteam)</td><td>154</td></tr><tr><td>Recruitment & staffing (Greenhouse)</td><td>316</td></tr><tr><td>Recruitment & staffing (Hireology)</td><td>725</td></tr><tr><td>Recruitment & staffing (HrFlow\.ai)</td><td>4</td></tr><tr><td>Recruitment & staffing (JobAdder)</td><td>83</td></tr><tr><td>Recruitment & staffing (JobberBase)</td><td>7</td></tr><tr><td>Recruitment & staffing (Jobvite)</td><td>560</td></tr><tr><td>Recruitment & staffing (Lever)</td><td>620</td></tr><tr><td>Recruitment & staffing (OTYS)</td><td>56</td></tr><tr><td>Recruitment & staffing (PCRecruiter)</td><td>183</td></tr><tr><td>Recruitment & staffing (Paradox)</td><td>138</td></tr><tr><td>Recruitment & staffing (Paylocity)</td><td>2053</td></tr><tr><td>Recruitment & staffing (Personio)</td><td>985</td></tr><tr><td>Recruitment & staffing (Recruitee)</td><td>1577</td></tr><tr><td>Recruitment & staffing (SmartRecruiters)</td><td>742</td></tr><tr><td>Recruitment & staffing (WP Job Openings)</td><td>5872</td></tr><tr><td>Recruitment & staffing (Workable)</td><td>1690</td></tr><tr><td>Referral marketing (Aklamio)</td><td>169</td></tr><tr><td>Referral marketing (Ambassador)</td><td>65</td></tr><tr><td>Referral marketing (Buyapowa)</td><td>16</td></tr><tr><td>Referral marketing (Extole)</td><td>112</td></tr><tr><td>Referral marketing (Flocktory)</td><td>9</td></tr><tr><td>Referral marketing (Friendbuy)</td><td>274</td></tr><tr><td>Referral marketing (Lootly)</td><td>65</td></tr><tr><td>Referral marketing (Mention Me)</td><td>44</td></tr><tr><td>Referral marketing (ReferralCandy)</td><td>197</td></tr><tr><td>Referral marketing (Rise.ai)</td><td>1300</td></tr><tr><td>Referral marketing (SaaSquatch)</td><td>16</td></tr><tr><td>Referral marketing (SpurIT Loyalty App)</td><td>28</td></tr><tr><td>Referral marketing (Talkable)</td><td>331</td></tr><tr><td>Referral marketing (Viral Loops)</td><td>114</td></tr><tr><td>Referral marketing (eBay Partner Network)</td><td>133</td></tr><tr><td>Remote access (Pulse Secure)</td><td>4</td></tr><tr><td>Remote access (ShellInABox)</td><td>2</td></tr><tr><td>Reservations & delivery (Bentobox)</td><td>4374</td></tr><tr><td>Reservations & delivery (BeyondMenu)</td><td>1</td></tr><tr><td>Reservations & delivery (BookDinners)</td><td>160</td></tr><tr><td>Reservations & delivery (Bookatable)</td><td>256</td></tr><tr><td>Reservations & delivery (Chinese Menu Online)</td><td>477</td></tr><tr><td>Reservations & delivery (CoverManager)</td><td>250</td></tr><tr><td>Reservations & delivery (Fleksa)</td><td>13</td></tr><tr><td>Reservations & delivery (Food-Ordering.co.uk)</td><td>5</td></tr><tr><td>Reservations & delivery (FoodBooking)</td><td>4650</td></tr><tr><td>Reservations & delivery (Formitable)</td><td>2608</td></tr><tr><td>Reservations & delivery (GloriaFood)</td><td>4670</td></tr><tr><td>Reservations & delivery (Guestonline)</td><td>123</td></tr><tr><td>Reservations & delivery (Hostmeapp)</td><td>33</td></tr><tr><td>Reservations & delivery (Lieferando)</td><td>2293</td></tr><tr><td>Reservations & delivery (Menufy Online Ordering)</td><td>1851</td></tr><tr><td>Reservations & delivery (OpenTable)</td><td>508</td></tr><tr><td>Reservations & delivery (PizzaNetz)</td><td>4</td></tr><tr><td>Reservations & delivery (Popmenu)</td><td>1</td></tr><tr><td>Reservations & delivery (ResDiary)</td><td>891</td></tr><tr><td>Reservations & delivery (Resengo)</td><td>270</td></tr><tr><td>Reservations & delivery (Reserve In-Store)</td><td>26</td></tr><tr><td>Reservations & delivery (Reservio)</td><td>499</td></tr><tr><td>Reservations & delivery (Resmio)</td><td>413</td></tr><tr><td>Reservations & delivery (Resy)</td><td>1863</td></tr><tr><td>Reservations & delivery (Slice)</td><td>2976</td></tr><tr><td>Reservations & delivery (TableBooker)</td><td>552</td></tr><tr><td>Reservations & delivery (TableCheck)</td><td>3</td></tr><tr><td>Reservations & delivery (Thefork)</td><td>485</td></tr><tr><td>Reservations & delivery (Upserve)</td><td>780</td></tr><tr><td>Reservations & delivery (Yelp Reservations)</td><td>290</td></tr><tr><td>Reservations & delivery (Zuppler)</td><td>53</td></tr><tr><td>Retargeting (AdRoll)</td><td>24410</td></tr><tr><td>Retargeting (Albacross)</td><td>3131</td></tr><tr><td>Retargeting (Blue)</td><td>92</td></tr><tr><td>Retargeting (Criteo)</td><td>19775</td></tr><tr><td>Retargeting (Cross Pixel)</td><td>42</td></tr><tr><td>Retargeting (Linx Impulse)</td><td>5</td></tr><tr><td>Retargeting (OptiMonk)</td><td>3805</td></tr><tr><td>Retargeting (PebblePost)</td><td>631</td></tr><tr><td>Retargeting (Picreel)</td><td>13</td></tr><tr><td>Retargeting (RTB House)</td><td>289</td></tr><tr><td>Retargeting (SharpSpring Ads)</td><td>7739</td></tr><tr><td>Retargeting (Smarter Click)</td><td>532</td></tr><tr><td>Retargeting (Squadata)</td><td>57</td></tr><tr><td>Retargeting (SteelHouse)</td><td>304</td></tr><tr><td>Retargeting (Yahoo Advertising)</td><td>344</td></tr><tr><td>Returns (AfterShip Returns Center)</td><td>471</td></tr><tr><td>Returns (Happy Returns)</td><td>123</td></tr><tr><td>Returns (Loop Returns)</td><td>600</td></tr><tr><td>Returns (Narvar)</td><td>123</td></tr><tr><td>Returns (Refundid)</td><td>2</td></tr><tr><td>Returns (ReturnGO)</td><td>522</td></tr><tr><td>Returns (Returnly)</td><td>16</td></tr><tr><td>Returns (ShippyPro)</td><td>2</td></tr><tr><td>Returns (Shoprunner)</td><td>30</td></tr><tr><td>Returns (Sorted Return)</td><td>25</td></tr><tr><td>Reverse proxies (EZproxy)</td><td>1</td></tr><tr><td>Reverse proxies (Envoy)</td><td>55573</td></tr><tr><td>Reverse proxies (F5 BigIP)</td><td>268</td></tr><tr><td>Reverse proxies (IBM DataPower)</td><td>43</td></tr><tr><td>Reverse proxies (Kong)</td><td>374</td></tr><tr><td>Reverse proxies (Nginx)</td><td>3816438</td></tr><tr><td>Reviews (Autoketing Product Reviews)</td><td>12</td></tr><tr><td>Reviews (Avis Verifies)</td><td>2977</td></tr><tr><td>Reviews (Bazaarvoice Reviews)</td><td>2099</td></tr><tr><td>Reviews (Clutch)</td><td>845</td></tr><tr><td>Reviews (Contlo)</td><td>25</td></tr><tr><td>Reviews (Feefo)</td><td>2815</td></tr><tr><td>Reviews (Fera)</td><td>1663</td></tr><tr><td>Reviews (FireApps Ali Reviews)</td><td>1</td></tr><tr><td>Reviews (Google Customer Reviews)</td><td>5531</td></tr><tr><td>Reviews (HulkApps Product Reviews)</td><td>57</td></tr><tr><td>Reviews (Judge.me)</td><td>6196</td></tr><tr><td>Reviews (Junip)</td><td>386</td></tr><tr><td>Reviews (Kudobuzz)</td><td>511</td></tr><tr><td>Reviews (Letro)</td><td>2</td></tr><tr><td>Reviews (Loox)</td><td>4218</td></tr><tr><td>Reviews (Okendo)</td><td>902</td></tr><tr><td>Reviews (Orankl)</td><td>46</td></tr><tr><td>Reviews (PowerReviews)</td><td>1140</td></tr><tr><td>Reviews (Reevoo)</td><td>131</td></tr><tr><td>Reviews (Reputon)</td><td>1096</td></tr><tr><td>Reviews (ReviewSolicitors)</td><td>629</td></tr><tr><td>Reviews (Reviews.io)</td><td>350</td></tr><tr><td>Reviews (Rich Plugins Reviews)</td><td>23043</td></tr><tr><td>Reviews (Ryviu)</td><td>565</td></tr><tr><td>Reviews (Shopify Product Reviews)</td><td>30010</td></tr><tr><td>Reviews (SiteJabber)</td><td>6</td></tr><tr><td>Reviews (SocialJuice)</td><td>9</td></tr><tr><td>Reviews (Societe des Avis Garantis)</td><td>533</td></tr><tr><td>Reviews (Stamped)</td><td>6063</td></tr><tr><td>Reviews (TestFreaks)</td><td>94</td></tr><tr><td>Reviews (Thimatic)</td><td>244</td></tr><tr><td>Reviews (Trusted Shops)</td><td>10389</td></tr><tr><td>Reviews (Trustindex)</td><td>967</td></tr><tr><td>Reviews (Trustpilot)</td><td>111833</td></tr><tr><td>Reviews (Trustspot)</td><td>223</td></tr><tr><td>Reviews (Trustvox)</td><td>10</td></tr><tr><td>Reviews (U-KOMI)</td><td>3</td></tr><tr><td>Reviews (Yotpo Reviews)</td><td>11128</td></tr><tr><td>Rich text editors (Ace)</td><td>454</td></tr><tr><td>Rich text editors (CKEditor)</td><td>16157</td></tr><tr><td>Rich text editors (Editor.js)</td><td>7</td></tr><tr><td>Rich text editors (FreeTextBox)</td><td>1</td></tr><tr><td>Rich text editors (Froala Editor)</td><td>17130</td></tr><tr><td>Rich text editors (Monaco Editor)</td><td>61</td></tr><tr><td>Rich text editors (Quill)</td><td>3100</td></tr><tr><td>Rich text editors (TinyMCE)</td><td>15276</td></tr><tr><td>Rich text editors (Trix)</td><td>299</td></tr><tr><td>Rich text editors (WysiBB)</td><td>7</td></tr><tr><td>SEO (Ahrefs)</td><td>16602</td></tr><tr><td>SEO (All in One SEO Pack)</td><td>32908</td></tr><tr><td>SEO (Alli)</td><td>872</td></tr><tr><td>SEO (Avada SEO)</td><td>3225</td></tr><tr><td>SEO (BrightEdge)</td><td>1518</td></tr><tr><td>SEO (RankMath SEO)</td><td>192470</td></tr><tr><td>SEO (SEOmatic)</td><td>8142</td></tr><tr><td>SEO (The SEO Framework)</td><td>19672</td></tr><tr><td>SEO (Yoast SEO Premium)</td><td>103881</td></tr><tr><td>SEO (Yoast SEO for Shopify)</td><td>1047</td></tr><tr><td>SEO (Yoast SEO)</td><td>2088987</td></tr><tr><td>SSL/TLS certificate authorities (AWS Certificate Manager)</td><td>127744</td></tr><tr><td>SSL/TLS certificate authorities (DigiCert)</td><td>92149</td></tr><tr><td>SSL/TLS certificate authorities (Identrust)</td><td>22</td></tr><tr><td>SSL/TLS certificate authorities (Let's Encrypt)</td><td>20901</td></tr><tr><td>SSL/TLS certificate authorities (Sectigo)</td><td>1013056</td></tr><tr><td>Search engines (Addsearch)</td><td>945</td></tr><tr><td>Search engines (Algolia)</td><td>13365</td></tr><tr><td>Search engines (Apisearch)</td><td>24</td></tr><tr><td>Search engines (Athena Search)</td><td>3</td></tr><tr><td>Search engines (Attraqt)</td><td>87</td></tr><tr><td>Search engines (Awesomplete)</td><td>8360</td></tr><tr><td>Search engines (Bloomreach Discovery)</td><td>428</td></tr><tr><td>Search engines (Boost Commerce)</td><td>3374</td></tr><tr><td>Search engines (Coveo)</td><td>1289</td></tr><tr><td>Search engines (Doofinder)</td><td>7343</td></tr><tr><td>Search engines (ElasticSuite)</td><td>2192</td></tr><tr><td>Search engines (Elasticsearch)</td><td>11001</td></tr><tr><td>Search engines (ExpertRec)</td><td>183</td></tr><tr><td>Search engines (FAST ESP)</td><td>13</td></tr><tr><td>Search engines (Fact Finder)</td><td>14</td></tr><tr><td>Search engines (Findify)</td><td>101</td></tr><tr><td>Search engines (GroupBy)</td><td>21</td></tr><tr><td>Search engines (Klevu)</td><td>1327</td></tr><tr><td>Search engines (Loop54)</td><td>28</td></tr><tr><td>Search engines (Luigi’s Box)</td><td>922</td></tr><tr><td>Search engines (MageWorx Search Autocomplete)</td><td>712</td></tr><tr><td>Search engines (Meilisearch)</td><td>58</td></tr><tr><td>Search engines (SalesFire)</td><td>871</td></tr><tr><td>Search engines (Searchanise)</td><td>3603</td></tr><tr><td>Search engines (SearchiQ)</td><td>3</td></tr><tr><td>Search engines (Searchspring)</td><td>416</td></tr><tr><td>Search engines (Site Search 360)</td><td>3121</td></tr><tr><td>Search engines (SniperFast)</td><td>67</td></tr><tr><td>Search engines (Swiftype)</td><td>792</td></tr><tr><td>Search engines (Syte)</td><td>56</td></tr><tr><td>Search engines (Unbxd)</td><td>99</td></tr><tr><td>Search engines (VuFind)</td><td>7</td></tr><tr><td>Search engines (Yext)</td><td>12822</td></tr><tr><td>Security (AWS WAF Captcha)</td><td>89</td></tr><tr><td>Security (Akamai Bot Manager)</td><td>11689</td></tr><tr><td>Security (Akamai Web Application Protector)</td><td>8276</td></tr><tr><td>Security (Alibaba Cloud Verification Code)</td><td>36</td></tr><tr><td>Security (AntiBot.Cloud)</td><td>27</td></tr><tr><td>Security (Basic)</td><td>8969</td></tr><tr><td>Security (Blue Triangle)</td><td>196</td></tr><tr><td>Security (ClickCease)</td><td>14473</td></tr><tr><td>Security (Cloudflare Bot Management)</td><td>218353</td></tr><tr><td>Security (Cloudflare Turnstile)</td><td>80002</td></tr><tr><td>Security (CoinHive Captcha)</td><td>6</td></tr><tr><td>Security (Confiant)</td><td>1411</td></tr><tr><td>Security (DDoS-Guard)</td><td>1715</td></tr><tr><td>Security (Datadome)</td><td>13253</td></tr><tr><td>Security (Digest)</td><td>82</td></tr><tr><td>Security (Forter)</td><td>2572</td></tr><tr><td>Security (FraudLabs Pro)</td><td>68</td></tr><tr><td>Security (Friendly Captcha)</td><td>6442</td></tr><tr><td>Security (GeeTest)</td><td>72</td></tr><tr><td>Security (HSTS)</td><td>3215077</td></tr><tr><td>Security (Human Presence)</td><td>471</td></tr><tr><td>Security (Imperva)</td><td>20088</td></tr><tr><td>Security (Imunify360)</td><td>206</td></tr><tr><td>Security (Konduto)</td><td>17</td></tr><tr><td>Security (Kount)</td><td>53</td></tr><tr><td>Security (Limit Login Attempts Reloaded)</td><td>124</td></tr><tr><td>Security (MTCaptcha)</td><td>1731</td></tr><tr><td>Security (Mollom)</td><td>62</td></tr><tr><td>Security (NTLM)</td><td>45</td></tr><tr><td>Security (NoFraud)</td><td>957</td></tr><tr><td>Security (Norton Shopping Guarantee)</td><td>179</td></tr><tr><td>Security (Onfido)</td><td>12</td></tr><tr><td>Security (PerimeterX)</td><td>926</td></tr><tr><td>Security (RapidSec)</td><td>31</td></tr><tr><td>Security (Riskified)</td><td>624</td></tr><tr><td>Security (SPNEGO)</td><td>166</td></tr><tr><td>Security (Sift)</td><td>526</td></tr><tr><td>Security (Signifyd)</td><td>1271</td></tr><tr><td>Security (SiteGuard WP Plugin)</td><td>2</td></tr><tr><td>Security (Slider Captcha)</td><td>119</td></tr><tr><td>Security (Solve Media)</td><td>1</td></tr><tr><td>Security (Sqreen)</td><td>1</td></tr><tr><td>Security (Sucuri)</td><td>76593</td></tr><tr><td>Security (Tencent Waterproof Wall)</td><td>22</td></tr><tr><td>Security (ThreatMetrix)</td><td>70</td></tr><tr><td>Security (TruValidate)</td><td>995</td></tr><tr><td>Security (Variti)</td><td>645</td></tr><tr><td>Security (Very Good Security)</td><td>544</td></tr><tr><td>Security (Wordfence Login Security)</td><td>630</td></tr><tr><td>Security (Wordfence)</td><td>82</td></tr><tr><td>Security (hCaptcha)</td><td>25713</td></tr><tr><td>Security (iThemes Security)</td><td>2480</td></tr><tr><td>Security (reCAPTCHA)</td><td>2264399</td></tr><tr><td>Segmentation (Adobe Audience Manager)</td><td>14888</td></tr><tr><td>Segmentation (Cxense)</td><td>1177</td></tr><tr><td>Segmentation (Oracle BlueKai)</td><td>1833</td></tr><tr><td>Segmentation (Salesforce Audience Studio)</td><td>1698</td></tr><tr><td>Segmentation (Salesforce Interaction Studio)</td><td>1147</td></tr><tr><td>Segmentation (Sirdata)</td><td>1586</td></tr><tr><td>Segmentation (Tealium AudienceStream)</td><td>500</td></tr><tr><td>Segmentation (Viafoura)</td><td>55</td></tr><tr><td>Shipping carriers (APC)</td><td>1940</td></tr><tr><td>Shipping carriers (Asendia)</td><td>25</td></tr><tr><td>Shipping carriers (Australia Post)</td><td>88</td></tr><tr><td>Shipping carriers (B2C Europe)</td><td>1</td></tr><tr><td>Shipping carriers (BRT)</td><td>402</td></tr><tr><td>Shipping carriers (Billbee)</td><td>8</td></tr><tr><td>Shipping carriers (Boxtal)</td><td>4</td></tr><tr><td>Shipping carriers (Bpost)</td><td>274</td></tr><tr><td>Shipping carriers (Budbee)</td><td>39</td></tr><tr><td>Shipping carriers (CTT)</td><td>204</td></tr><tr><td>Shipping carriers (Celeritas)</td><td>15</td></tr><tr><td>Shipping carriers (Chronofresh)</td><td>157</td></tr><tr><td>Shipping carriers (Chronopost)</td><td>474</td></tr><tr><td>Shipping carriers (CityMail)</td><td>2</td></tr><tr><td>Shipping carriers (Colis Privé)</td><td>1</td></tr><tr><td>Shipping carriers (Colissimo)</td><td>1321</td></tr><tr><td>Shipping carriers (Correos)</td><td>869</td></tr><tr><td>Shipping carriers (DHL)</td><td>12315</td></tr><tr><td>Shipping carriers (DPD)</td><td>3105</td></tr><tr><td>Shipping carriers (DX)</td><td>2159</td></tr><tr><td>Shipping carriers (Dachser)</td><td>53</td></tr><tr><td>Shipping carriers (Delivengo)</td><td>3</td></tr><tr><td>Shipping carriers (Deutsche Post)</td><td>233</td></tr><tr><td>Shipping carriers (Easylog)</td><td>9</td></tr><tr><td>Shipping carriers (Ecovium)</td><td>252</td></tr><tr><td>Shipping carriers (Envialia)</td><td>12</td></tr><tr><td>Shipping carriers (FedEx)</td><td>2879</td></tr><tr><td>Shipping carriers (France Express)</td><td>16</td></tr><tr><td>Shipping carriers (Frequenceo)</td><td>1</td></tr><tr><td>Shipping carriers (GEODIS)</td><td>66</td></tr><tr><td>Shipping carriers (GLS)</td><td>3165</td></tr><tr><td>Shipping carriers (Hermes)</td><td>2277</td></tr><tr><td>Shipping carriers (Homerr)</td><td>33</td></tr><tr><td>Shipping carriers (LogoiX)</td><td>5</td></tr><tr><td>Shipping carriers (MRW)</td><td>131</td></tr><tr><td>Shipping carriers (Mondial Relay)</td><td>529</td></tr><tr><td>Shipping carriers (NACEX)</td><td>58</td></tr><tr><td>Shipping carriers (Narvar)</td><td>123</td></tr><tr><td>Shipping carriers (Nexive)</td><td>8</td></tr><tr><td>Shipping carriers (Osterreichische Post)</td><td>69</td></tr><tr><td>Shipping carriers (Packlink PRO)</td><td>647</td></tr><tr><td>Shipping carriers (Parcelforce)</td><td>131</td></tr><tr><td>Shipping carriers (PostNL)</td><td>3491</td></tr><tr><td>Shipping carriers (Poste Italiane)</td><td>159</td></tr><tr><td>Shipping carriers (Red je Pakketje)</td><td>4</td></tr><tr><td>Shipping carriers (Relais Colis)</td><td>148</td></tr><tr><td>Shipping carriers (Royal Mail)</td><td>1737</td></tr><tr><td>Shipping carriers (SEUR)</td><td>129</td></tr><tr><td>Shipping carriers (ShipStation)</td><td>86</td></tr><tr><td>Shipping carriers (T1 Envios)</td><td>1</td></tr><tr><td>Shipping carriers (Tipsa)</td><td>187</td></tr><tr><td>Shipping carriers (Transmart)</td><td>1</td></tr><tr><td>Shipping carriers (Trunkrs)</td><td>26</td></tr><tr><td>Shipping carriers (UK Mail)</td><td>33</td></tr><tr><td>Shipping carriers (UPS)</td><td>15966</td></tr><tr><td>Shipping carriers (USPS)</td><td>3012</td></tr><tr><td>Shipping carriers (Whistl)</td><td>8</td></tr><tr><td>Shipping carriers (Yodel)</td><td>44</td></tr><tr><td>Shipping carriers (Zeleris)</td><td>8</td></tr><tr><td>Shopify apps (Accentuate Custom Fields)</td><td>292</td></tr><tr><td>Shopify apps (Affilo)</td><td>108</td></tr><tr><td>Shopify apps (AiSpeed)</td><td>24</td></tr><tr><td>Shopify apps (Autoketing Product Reviews)</td><td>12</td></tr><tr><td>Shopify apps (Avada AVASHIP)</td><td>185</td></tr><tr><td>Shopify apps (Avada Boost Sales)</td><td>370</td></tr><tr><td>Shopify apps (Avada SEO)</td><td>3225</td></tr><tr><td>Shopify apps (Avada Size Chart)</td><td>452</td></tr><tr><td>Shopify apps (BON Loyalty)</td><td>378</td></tr><tr><td>Shopify apps (Back In Stock)</td><td>4541</td></tr><tr><td>Shopify apps (Beam AfterSell)</td><td>2</td></tr><tr><td>Shopify apps (Beam OutSell)</td><td>99</td></tr><tr><td>Shopify apps (Better Price)</td><td>12</td></tr><tr><td>Shopify apps (BiteSpeed)</td><td>52</td></tr><tr><td>Shopify apps (Bold Brain)</td><td>3</td></tr><tr><td>Shopify apps (Bold Bundles)</td><td>667</td></tr><tr><td>Shopify apps (Bold Custom Pricing)</td><td>754</td></tr><tr><td>Shopify apps (Bold Motivator)</td><td>1</td></tr><tr><td>Shopify apps (Bold Product Options)</td><td>1842</td></tr><tr><td>Shopify apps (Bold Subscriptions)</td><td>961</td></tr><tr><td>Shopify apps (Bold Upsell)</td><td>884</td></tr><tr><td>Shopify apps (BookThatApp)</td><td>1029</td></tr><tr><td>Shopify apps (Boost Commerce)</td><td>3374</td></tr><tr><td>Shopify apps (Booster Page Speed Optimizer)</td><td>3912</td></tr><tr><td>Shopify apps (CJDropshipping app)</td><td>230</td></tr><tr><td>Shopify apps (CareCart Sales Pop Up)</td><td>701</td></tr><tr><td>Shopify apps (CareCart)</td><td>236</td></tr><tr><td>Shopify apps (Carro)</td><td>841</td></tr><tr><td>Shopify apps (Coin Currency Converter)</td><td>72</td></tr><tr><td>Shopify apps (Conjured)</td><td>4</td></tr><tr><td>Shopify apps (Conversio App)</td><td>18</td></tr><tr><td>Shopify apps (Covet.pics)</td><td>1995</td></tr><tr><td>Shopify apps (Cozy AntiTheft)</td><td>574</td></tr><tr><td>Shopify apps (Digismoothie Candy Rack)</td><td>784</td></tr><tr><td>Shopify apps (Easy Hide PayPal)</td><td>41</td></tr><tr><td>Shopify apps (Easy Redirects)</td><td>5</td></tr><tr><td>Shopify apps (EasyGift)</td><td>1552</td></tr><tr><td>Shopify apps (Enlistly)</td><td>135</td></tr><tr><td>Shopify apps (EraofEcom Cartroids)</td><td>6</td></tr><tr><td>Shopify apps (EraofEcom MTL)</td><td>18</td></tr><tr><td>Shopify apps (EraofEcom WinAds)</td><td>95</td></tr><tr><td>Shopify apps (Exemptify)</td><td>258</td></tr><tr><td>Shopify apps (Fast Bundle)</td><td>740</td></tr><tr><td>Shopify apps (Fera Product Reviews App)</td><td>606</td></tr><tr><td>Shopify apps (FireApps Ali Reviews)</td><td>1</td></tr><tr><td>Shopify apps (Firepush)</td><td>212</td></tr><tr><td>Shopify apps (Flits)</td><td>200</td></tr><tr><td>Shopify apps (Fontify)</td><td>16</td></tr><tr><td>Shopify apps (Frequently Bought Together)</td><td>635</td></tr><tr><td>Shopify apps (GTranslate app)</td><td>1086</td></tr><tr><td>Shopify apps (GemPages)</td><td>2287</td></tr><tr><td>Shopify apps (Gist Giftship)</td><td>1</td></tr><tr><td>Shopify apps (Globo Also Bought)</td><td>381</td></tr><tr><td>Shopify apps (Globo Color Swatch)</td><td>79</td></tr><tr><td>Shopify apps (Globo Form Builder)</td><td>2178</td></tr><tr><td>Shopify apps (Globo Pre-Order)</td><td>1155</td></tr><tr><td>Shopify apps (Helixo UFE)</td><td>607</td></tr><tr><td>Shopify apps (Hextom Free Shipping Bar)</td><td>5282</td></tr><tr><td>Shopify apps (Hextom Ultimate Sales Boost)</td><td>1698</td></tr><tr><td>Shopify apps (HulkApps Age Verification)</td><td>377</td></tr><tr><td>Shopify apps (HulkApps Form Builder)</td><td>3288</td></tr><tr><td>Shopify apps (HulkApps GDPR/CCPA Compliance Manager)</td><td>343</td></tr><tr><td>Shopify apps (HulkApps Infinite Product Options)</td><td>1921</td></tr><tr><td>Shopify apps (HulkApps Product Reviews)</td><td>57</td></tr><tr><td>Shopify apps (Hyperspeed)</td><td>26</td></tr><tr><td>Shopify apps (Hypervisual Page Builder)</td><td>264</td></tr><tr><td>Shopify apps (In Cart Upsell & Cross-Sell)</td><td>922</td></tr><tr><td>Shopify apps (Instafeed)</td><td>7472</td></tr><tr><td>Shopify apps (Jilt App)</td><td>372</td></tr><tr><td>Shopify apps (Justuno App)</td><td>757</td></tr><tr><td>Shopify apps (LangShop)</td><td>641</td></tr><tr><td>Shopify apps (LayoutHub)</td><td>1473</td></tr><tr><td>Shopify apps (Leaflet platform)</td><td>13</td></tr><tr><td>Shopify apps (Littledata)</td><td>230</td></tr><tr><td>Shopify apps (Livescale)</td><td>15</td></tr><tr><td>Shopify apps (Locksmith)</td><td>2705</td></tr><tr><td>Shopify apps (Loox)</td><td>4218</td></tr><tr><td>Shopify apps (MinMaxify)</td><td>2581</td></tr><tr><td>Shopify apps (Neat A/B testing)</td><td>8</td></tr><tr><td>Shopify apps (Obviyo)</td><td>75</td></tr><tr><td>Shopify apps (Okendo)</td><td>902</td></tr><tr><td>Shopify apps (Omnisend Email Marketing & SMS)</td><td>6631</td></tr><tr><td>Shopify apps (Order Deadline)</td><td>300</td></tr><tr><td>Shopify apps (OrderLogic app)</td><td>318</td></tr><tr><td>Shopify apps (Ordersify Product Alerts)</td><td>756</td></tr><tr><td>Shopify apps (Packlink PRO)</td><td>647</td></tr><tr><td>Shopify apps (Paloma)</td><td>13</td></tr><tr><td>Shopify apps (PerfectApps Swift)</td><td>557</td></tr><tr><td>Shopify apps (PickyStory)</td><td>419</td></tr><tr><td>Shopify apps (Privy App)</td><td>6739</td></tr><tr><td>Shopify apps (Product Personalizer)</td><td>785</td></tr><tr><td>Shopify apps (PushDaddy Whatsapp Chat)</td><td>467</td></tr><tr><td>Shopify apps (PushOwl Web Push Notifications)</td><td>2078</td></tr><tr><td>Shopify apps (Qikify)</td><td>2554</td></tr><tr><td>Shopify apps (ReConvert)</td><td>3</td></tr><tr><td>Shopify apps (Rebuy)</td><td>1808</td></tr><tr><td>Shopify apps (Recomify)</td><td>13</td></tr><tr><td>Shopify apps (RecoverMyCart)</td><td>1384</td></tr><tr><td>Shopify apps (Reputon)</td><td>1096</td></tr><tr><td>Shopify apps (Reserve In-Store)</td><td>26</td></tr><tr><td>Shopify apps (Revy)</td><td>1722</td></tr><tr><td>Shopify apps (Seal Subscriptions)</td><td>1680</td></tr><tr><td>Shopify apps (Secomapp)</td><td>3067</td></tr><tr><td>Shopify apps (Sections.design Shopify App Optimization)</td><td>256</td></tr><tr><td>Shopify apps (ShipTection)</td><td>34</td></tr><tr><td>Shopify apps (Shogun Landing Page Builder)</td><td>5221</td></tr><tr><td>Shopify apps (ShopPad Infinite Options)</td><td>4665</td></tr><tr><td>Shopify apps (Shopapps)</td><td>720</td></tr><tr><td>Shopify apps (Shopify Buy Button)</td><td>1367</td></tr><tr><td>Shopify apps (Shopify Chat)</td><td>25817</td></tr><tr><td>Shopify apps (Shopify Consent Management)</td><td>1003</td></tr><tr><td>Shopify apps (Shopify Geolocation App)</td><td>1</td></tr><tr><td>Shopify apps (Shopify Product Reviews)</td><td>30010</td></tr><tr><td>Shopify apps (Shortly)</td><td>16</td></tr><tr><td>Shopify apps (Simplio Upsells)</td><td>6</td></tr><tr><td>Shopify apps (Sirge)</td><td>12</td></tr><tr><td>Shopify apps (Skio)</td><td>139</td></tr><tr><td>Shopify apps (Smile App)</td><td>7061</td></tr><tr><td>Shopify apps (Spin-a-Sale)</td><td>80</td></tr><tr><td>Shopify apps (SpurIT Abandoned Cart Reminder)</td><td>19</td></tr><tr><td>Shopify apps (SpurIT Loyalty App)</td><td>28</td></tr><tr><td>Shopify apps (SpurIT Partial Payments App)</td><td>182</td></tr><tr><td>Shopify apps (SpurIT Recurring Payments App)</td><td>259</td></tr><tr><td>Shopify apps (SuperLemon app)</td><td>5</td></tr><tr><td>Shopify apps (Swym Wishlist Plus)</td><td>4426</td></tr><tr><td>Shopify apps (Tabarnapp)</td><td>1109</td></tr><tr><td>Shopify apps (Tada)</td><td>21</td></tr><tr><td>Shopify apps (Thimatic)</td><td>244</td></tr><tr><td>Shopify apps (Trackify X)</td><td>325</td></tr><tr><td>Shopify apps (Transcy)</td><td>1275</td></tr><tr><td>Shopify apps (Tyslo EasySell)</td><td>11</td></tr><tr><td>Shopify apps (Visely)</td><td>15</td></tr><tr><td>Shopify apps (Visual Quiz Builder)</td><td>91</td></tr><tr><td>Shopify apps (Vitals)</td><td>881</td></tr><tr><td>Shopify apps (WideBundle)</td><td>205</td></tr><tr><td>Shopify apps (Wishlist King)</td><td>252</td></tr><tr><td>Shopify apps (YMQ Product Options Variant Option)</td><td>322</td></tr><tr><td>Shopify apps (Yoast SEO for Shopify)</td><td>1047</td></tr><tr><td>Shopify apps (YouPay)</td><td>6</td></tr><tr><td>Shopify apps (Zakeke Visual Customizer)</td><td>228</td></tr><tr><td>Shopify apps (Zipify OCU)</td><td>19</td></tr><tr><td>Shopify apps (Zipify Pages)</td><td>82</td></tr><tr><td>Static site generator (Astro)</td><td>3037</td></tr><tr><td>Static site generator (Cecil)</td><td>2</td></tr><tr><td>Static site generator (Docusaurus)</td><td>283</td></tr><tr><td>Static site generator (Eleventy)</td><td>76</td></tr><tr><td>Static site generator (Gatsby)</td><td>15849</td></tr><tr><td>Static site generator (Gridsome)</td><td>520</td></tr><tr><td>Static site generator (Hexo)</td><td>129</td></tr><tr><td>Static site generator (Hugo)</td><td>6698</td></tr><tr><td>Static site generator (Jekyll)</td><td>1758</td></tr><tr><td>Static site generator (Next.js)</td><td>54158</td></tr><tr><td>Static site generator (Nextra)</td><td>2</td></tr><tr><td>Static site generator (Nuxt.js)</td><td>19822</td></tr><tr><td>Static site generator (Octopress)</td><td>36</td></tr><tr><td>Static site generator (Pelican)</td><td>43</td></tr><tr><td>Static site generator (Phenomic)</td><td>12</td></tr><tr><td>Static site generator (Retype)</td><td>17</td></tr><tr><td>Static site generator (Saber)</td><td>3</td></tr><tr><td>Static site generator (Scully)</td><td>168</td></tr><tr><td>Static site generator (SitePad)</td><td>1266</td></tr><tr><td>Static site generator (VitePress)</td><td>20</td></tr><tr><td>Static site generator (VuePress)</td><td>67</td></tr><tr><td>Surveys (Formidable Form)</td><td>53119</td></tr><tr><td>Surveys (Getsitecontrol)</td><td>4296</td></tr><tr><td>Surveys (Hotjar Incoming Feedback)</td><td>2</td></tr><tr><td>Surveys (HulkApps Form Builder)</td><td>3288</td></tr><tr><td>Surveys (InMoment)</td><td>74</td></tr><tr><td>Surveys (Medallia)</td><td>867</td></tr><tr><td>Surveys (OpinionLab)</td><td>94</td></tr><tr><td>Surveys (Qualaroo)</td><td>268</td></tr><tr><td>Surveys (Qualtrics)</td><td>2284</td></tr><tr><td>Surveys (Segmanta)</td><td>7</td></tr><tr><td>Surveys (Service Management Group)</td><td>57</td></tr><tr><td>Surveys (Sprig)</td><td>50</td></tr><tr><td>Surveys (Survicate)</td><td>435</td></tr><tr><td>Surveys (Tally)</td><td>390</td></tr><tr><td>Surveys (Typeform)</td><td>3460</td></tr><tr><td>Surveys (UserReport)</td><td>113</td></tr><tr><td>Surveys (UserVoice)</td><td>193</td></tr><tr><td>Surveys (Wufoo)</td><td>1414</td></tr><tr><td>Tag managers (Adobe DTM)</td><td>1893</td></tr><tr><td>Tag managers (Adobe Experience Platform Launch)</td><td>29068</td></tr><tr><td>Tag managers (Commanders Act TagCommander)</td><td>2304</td></tr><tr><td>Tag managers (Ensighten)</td><td>13228</td></tr><tr><td>Tag managers (Google Tag Manager)</td><td>1477220</td></tr><tr><td>Tag managers (Matomo Tag Manager)</td><td>8124</td></tr><tr><td>Tag managers (Signal)</td><td>1735</td></tr><tr><td>Tag managers (TagPro)</td><td>3</td></tr><tr><td>Tag managers (Tealium)</td><td>32542</td></tr><tr><td>Tag managers (Yahoo! Tag Manager)</td><td>2</td></tr><tr><td>Tag managers (Yottaa)</td><td>614</td></tr><tr><td>Ticket booking (Etix)</td><td>526</td></tr><tr><td>Translation (Bablic)</td><td>576</td></tr><tr><td>Translation (ConveyThis)</td><td>615</td></tr><tr><td>Translation (GTranslate app)</td><td>1086</td></tr><tr><td>Translation (GTranslate)</td><td>39712</td></tr><tr><td>Translation (LangShop)</td><td>641</td></tr><tr><td>Translation (Polylang)</td><td>130970</td></tr><tr><td>Translation (Smartling)</td><td>6</td></tr><tr><td>Translation (Transcy)</td><td>1275</td></tr><tr><td>Translation (Translate WordPress)</td><td>17897</td></tr><tr><td>Translation (WPML)</td><td>220892</td></tr><tr><td>Translation (Weglot)</td><td>17190</td></tr><tr><td>Translation (WooCommerce Multilingual)</td><td>23098</td></tr><tr><td>Translation (langify)</td><td>2470</td></tr><tr><td>UI frameworks (Angular Material)</td><td>1395</td></tr><tr><td>UI frameworks (Animate.css)</td><td>467200</td></tr><tr><td>UI frameworks (Ant Design)</td><td>1564</td></tr><tr><td>UI frameworks (Aura)</td><td>5</td></tr><tr><td>UI frameworks (Bootstrap)</td><td>2769333</td></tr><tr><td>UI frameworks (Bulma)</td><td>1770</td></tr><tr><td>UI frameworks (Chakra UI)</td><td>1079</td></tr><tr><td>UI frameworks (CivicTheme)</td><td>69571</td></tr><tr><td>UI frameworks (Clarity)</td><td>21</td></tr><tr><td>UI frameworks (CoreUI)</td><td>26</td></tr><tr><td>UI frameworks (Element UI)</td><td>5586</td></tr><tr><td>UI frameworks (Flat UI)</td><td>892</td></tr><tr><td>UI frameworks (Flowbite)</td><td>152</td></tr><tr><td>UI frameworks (Flutter)</td><td>165</td></tr><tr><td>UI frameworks (GOV.UK Elements)</td><td>14</td></tr><tr><td>UI frameworks (GOV.UK Frontend)</td><td>206</td></tr><tr><td>UI frameworks (GOV.UK Template)</td><td>77</td></tr><tr><td>UI frameworks (GOV.UK Toolkit)</td><td>85</td></tr><tr><td>UI frameworks (Headless UI)</td><td>2796</td></tr><tr><td>UI frameworks (Kendo UI)</td><td>17294</td></tr><tr><td>UI frameworks (Layui)</td><td>690</td></tr><tr><td>UI frameworks (MDBootstrap)</td><td>3458</td></tr><tr><td>UI frameworks (MDUI)</td><td>11</td></tr><tr><td>UI frameworks (MUI)</td><td>8801</td></tr><tr><td>UI frameworks (Marko)</td><td>18828</td></tr><tr><td>UI frameworks (Material Design Lite)</td><td>44099</td></tr><tr><td>UI frameworks (Materialize CSS)</td><td>4261</td></tr><tr><td>UI frameworks (MetroUI)</td><td>36</td></tr><tr><td>UI frameworks (Milligram)</td><td>112</td></tr><tr><td>UI frameworks (NSW Design System)</td><td>2</td></tr><tr><td>UI frameworks (Naive UI)</td><td>15</td></tr><tr><td>UI frameworks (NextUI)</td><td>28</td></tr><tr><td>UI frameworks (Pico CSS)</td><td>46</td></tr><tr><td>UI frameworks (Preline UI)</td><td>21</td></tr><tr><td>UI frameworks (Pure CSS)</td><td>8575</td></tr><tr><td>UI frameworks (Radix UI)</td><td>576</td></tr><tr><td>UI frameworks (Semantic UI)</td><td>3025</td></tr><tr><td>UI frameworks (Spatie Media Library Pro)</td><td>10</td></tr><tr><td>UI frameworks (Storefront UI)</td><td>58</td></tr><tr><td>UI frameworks (Storybook)</td><td>19</td></tr><tr><td>UI frameworks (SvelteKit)</td><td>437</td></tr><tr><td>UI frameworks (TDesign)</td><td>58</td></tr><tr><td>UI frameworks (Tachyons)</td><td>323</td></tr><tr><td>UI frameworks (Tailwind CSS)</td><td>19449</td></tr><tr><td>UI frameworks (UIKit)</td><td>117682</td></tr><tr><td>UI frameworks (USWDS)</td><td>342</td></tr><tr><td>UI frameworks (UnoCSS)</td><td>20</td></tr><tr><td>UI frameworks (VKUI)</td><td>1</td></tr><tr><td>UI frameworks (Vant)</td><td>9</td></tr><tr><td>UI frameworks (Vuetify)</td><td>3037</td></tr><tr><td>UI frameworks (W3.CSS)</td><td>6642</td></tr><tr><td>UI frameworks (ZURB Foundation)</td><td>279150</td></tr><tr><td>UI frameworks (daisyUI)</td><td>15</td></tr><tr><td>UI frameworks (siimple)</td><td>1</td></tr><tr><td>User onboarding (Appcues)</td><td>2344</td></tr><tr><td>User onboarding (Chameleon)</td><td>4</td></tr><tr><td>User onboarding (Hansel)</td><td>9</td></tr><tr><td>User onboarding (Instabot)</td><td>170</td></tr><tr><td>User onboarding (Pendo)</td><td>3628</td></tr><tr><td>User onboarding (Userflow)</td><td>9</td></tr><tr><td>User onboarding (Userpilot)</td><td>17</td></tr><tr><td>User onboarding (WalkMe)</td><td>80</td></tr><tr><td>User onboarding (Whatfix)</td><td>133</td></tr><tr><td>Video players (Aniview Video Ad Player)</td><td>10</td></tr><tr><td>Video players (Asciinema)</td><td>17</td></tr><tr><td>Video players (Brightcove)</td><td>5592</td></tr><tr><td>Video players (Cloudflare Stream)</td><td>372</td></tr><tr><td>Video players (Conviva)</td><td>24</td></tr><tr><td>Video players (DPlayer)</td><td>40</td></tr><tr><td>Video players (Flowplayer)</td><td>13944</td></tr><tr><td>Video players (JW Player)</td><td>12488</td></tr><tr><td>Video players (Kaltura)</td><td>9412</td></tr><tr><td>Video players (Magisto)</td><td>542</td></tr><tr><td>Video players (MediaElement.js)</td><td>515883</td></tr><tr><td>Video players (Plyr)</td><td>29981</td></tr><tr><td>Video players (Rumble)</td><td>152</td></tr><tr><td>Video players (STN Video)</td><td>433</td></tr><tr><td>Video players (Shaka Player)</td><td>763</td></tr><tr><td>Video players (SublimeVideo)</td><td>66</td></tr><tr><td>Video players (Twitch Player)</td><td>43795</td></tr><tr><td>Video players (Uscreen)</td><td>48</td></tr><tr><td>Video players (VideoJS)</td><td>172444</td></tr><tr><td>Video players (Vimeo OTT)</td><td>31</td></tr><tr><td>Video players (Vimeo)</td><td>422513</td></tr><tr><td>Video players (Viqeo)</td><td>5</td></tr><tr><td>Video players (Wistia)</td><td>14512</td></tr><tr><td>Video players (Wowza Video Player)</td><td>3</td></tr><tr><td>Video players (YouTube)</td><td>744329</td></tr><tr><td>Video players (jPlayer)</td><td>29159</td></tr><tr><td>Web frameworks (ABP Framework)</td><td>4</td></tr><tr><td>Web frameworks (ASP.NET Boilerplate)</td><td>52</td></tr><tr><td>Web frameworks (Adobe ColdFusion)</td><td>131293</td></tr><tr><td>Web frameworks (AdonisJS)</td><td>34</td></tr><tr><td>Web frameworks (Akka HTTP)</td><td>8</td></tr><tr><td>Web frameworks (AngularDart)</td><td>12</td></tr><tr><td>Web frameworks (Apache Wicket)</td><td>459</td></tr><tr><td>Web frameworks (Banshee)</td><td>2</td></tr><tr><td>Web frameworks (Blazor)</td><td>961</td></tr><tr><td>Web frameworks (Blitz.js)</td><td>5</td></tr><tr><td>Web frameworks (Bonfire)</td><td>46</td></tr><tr><td>Web frameworks (Bubble)</td><td>217</td></tr><tr><td>Web frameworks (CakePHP)</td><td>5070</td></tr><tr><td>Web frameworks (CodeIgniter)</td><td>26018</td></tr><tr><td>Web frameworks (Dancer)</td><td>29</td></tr><tr><td>Web frameworks (Django)</td><td>11671</td></tr><tr><td>Web frameworks (Express)</td><td>23196</td></tr><tr><td>Web frameworks (Fat-Free Framework)</td><td>683</td></tr><tr><td>Web frameworks (Flask)</td><td>567</td></tr><tr><td>Web frameworks (Frappe)</td><td>71</td></tr><tr><td>Web frameworks (Fresh)</td><td>10</td></tr><tr><td>Web frameworks (Frontity)</td><td>81</td></tr><tr><td>Web frameworks (GLPI)</td><td>7</td></tr><tr><td>Web frameworks (Google Web Toolkit)</td><td>4185</td></tr><tr><td>Web frameworks (GrapesJS)</td><td>8</td></tr><tr><td>Web frameworks (Helix Ultimate)</td><td>42979</td></tr><tr><td>Web frameworks (Ionic)</td><td>4925</td></tr><tr><td>Web frameworks (Java Servlet)</td><td>793</td></tr><tr><td>Web frameworks (JavaServer Faces)</td><td>598</td></tr><tr><td>Web frameworks (JavaServer Pages)</td><td>436</td></tr><tr><td>Web frameworks (Kemal)</td><td>3</td></tr><tr><td>Web frameworks (Koala Framework)</td><td>26</td></tr><tr><td>Web frameworks (Kohana)</td><td>230</td></tr><tr><td>Web frameworks (Laravel)</td><td>73563</td></tr><tr><td>Web frameworks (Leptos)</td><td>3</td></tr><tr><td>Web frameworks (Lift)</td><td>13</td></tr><tr><td>Web frameworks (Livewire)</td><td>4427</td></tr><tr><td>Web frameworks (Macaron)</td><td>6</td></tr><tr><td>Web frameworks (Marko)</td><td>18828</td></tr><tr><td>Web frameworks (MasterkinG32 Framework)</td><td>1</td></tr><tr><td>Web frameworks (Meteor)</td><td>744</td></tr><tr><td>Web frameworks (Microsoft ASP.NET)</td><td>650882</td></tr><tr><td>Web frameworks (Mojolicious)</td><td>18</td></tr><tr><td>Web frameworks (Mono)</td><td>263</td></tr><tr><td>Web frameworks (Neos Flow)</td><td>1880</td></tr><tr><td>Web frameworks (Nette Framework)</td><td>18960</td></tr><tr><td>Web frameworks (Next.js)</td><td>54158</td></tr><tr><td>Web frameworks (Nuxt.js)</td><td>19822</td></tr><tr><td>Web frameworks (Phoenix Framework)</td><td>534</td></tr><tr><td>Web frameworks (Phoenix LiveView)</td><td>350</td></tr><tr><td>Web frameworks (Phoenix)</td><td>307</td></tr><tr><td>Web frameworks (Play)</td><td>1411</td></tr><tr><td>Web frameworks (Qwik)</td><td>40</td></tr><tr><td>Web frameworks (RedwoodJS)</td><td>9</td></tr><tr><td>Web frameworks (Remix)</td><td>699</td></tr><tr><td>Web frameworks (Revel)</td><td>6</td></tr><tr><td>Web frameworks (Ruby on Rails)</td><td>110258</td></tr><tr><td>Web frameworks (Sails.js)</td><td>125</td></tr><tr><td>Web frameworks (Sapper)</td><td>290</td></tr><tr><td>Web frameworks (Shiny)</td><td>3</td></tr><tr><td>Web frameworks (SolidStart)</td><td>45</td></tr><tr><td>Web frameworks (Spring)</td><td>2282</td></tr><tr><td>Web frameworks (Stencil)</td><td>176</td></tr><tr><td>Web frameworks (StimulusReflex)</td><td>62</td></tr><tr><td>Web frameworks (Symfony)</td><td>16709</td></tr><tr><td>Web frameworks (ThinkPHP)</td><td>494</td></tr><tr><td>Web frameworks (TwistPHP)</td><td>1</td></tr><tr><td>Web frameworks (Vaadin)</td><td>30</td></tr><tr><td>Web frameworks (Web2py)</td><td>93</td></tr><tr><td>Web frameworks (Yii)</td><td>20863</td></tr><tr><td>Web frameworks (ZK)</td><td>36</td></tr><tr><td>Web frameworks (total.js)</td><td>48</td></tr><tr><td>Web server extensions (Google PageSpeed)</td><td>39742</td></tr><tr><td>Web server extensions (OpenSSL)</td><td>131877</td></tr><tr><td>Web server extensions (Shelf)</td><td>85</td></tr><tr><td>Web server extensions (mod\_auth\_pam)</td><td>685</td></tr><tr><td>Web server extensions (mod\_dav)</td><td>3971</td></tr><tr><td>Web server extensions (mod\_fastcgi)</td><td>2076</td></tr><tr><td>Web server extensions (mod\_jk)</td><td>2632</td></tr><tr><td>Web server extensions (mod\_perl)</td><td>6615</td></tr><tr><td>Web server extensions (mod\_python)</td><td>10595</td></tr><tr><td>Web server extensions (mod\_rack)</td><td>253</td></tr><tr><td>Web server extensions (mod\_rails)</td><td>253</td></tr><tr><td>Web server extensions (mod\_ssl)</td><td>10333</td></tr><tr><td>Web server extensions (mod\_wsgi)</td><td>2646</td></tr><tr><td>Web servers (AOLserver)</td><td>11</td></tr><tr><td>Web servers (Akka HTTP)</td><td>8</td></tr><tr><td>Web servers (Amazon EC2)</td><td>4439</td></tr><tr><td>Web servers (Angie)</td><td>6</td></tr><tr><td>Web servers (Apache HTTP Server)</td><td>4780863</td></tr><tr><td>Web servers (Apache Tomcat)</td><td>8174</td></tr><tr><td>Web servers (Apache Traffic Server)</td><td>16317</td></tr><tr><td>Web servers (Caddy)</td><td>14855</td></tr><tr><td>Web servers (Centminmod)</td><td>1699</td></tr><tr><td>Web servers (Cherokee)</td><td>18</td></tr><tr><td>Web servers (CherryPy)</td><td>25</td></tr><tr><td>Web servers (CouchDB)</td><td>2</td></tr><tr><td>Web servers (Cowboy)</td><td>7530</td></tr><tr><td>Web servers (Daphne)</td><td>1</td></tr><tr><td>Web servers (Deno)</td><td>34</td></tr><tr><td>Web servers (EZproxy)</td><td>1</td></tr><tr><td>Web servers (EmbedThis Appweb)</td><td>4</td></tr><tr><td>Web servers (Express)</td><td>23196</td></tr><tr><td>Web servers (Flask)</td><td>567</td></tr><tr><td>Web servers (Fresh)</td><td>10</td></tr><tr><td>Web servers (GlassFish)</td><td>102</td></tr><tr><td>Web servers (GoAhead)</td><td>1</td></tr><tr><td>Web servers (Google Web Server)</td><td>2329</td></tr><tr><td>Web servers (H2O)</td><td>52</td></tr><tr><td>Web servers (HCL Domino)</td><td>961</td></tr><tr><td>Web servers (HHVM)</td><td>54</td></tr><tr><td>Web servers (Hiawatha)</td><td>24</td></tr><tr><td>Web servers (Hypercorn)</td><td>2</td></tr><tr><td>Web servers (IBM HTTP Server)</td><td>10</td></tr><tr><td>Web servers (IIS)</td><td>416951</td></tr><tr><td>Web servers (Indy)</td><td>5</td></tr><tr><td>Web servers (JBoss Application Server)</td><td>219</td></tr><tr><td>Web servers (JBoss Web)</td><td>56</td></tr><tr><td>Web servers (Jetty)</td><td>279</td></tr><tr><td>Web servers (Kemal)</td><td>3</td></tr><tr><td>Web servers (Kestrel)</td><td>4243</td></tr><tr><td>Web servers (LiteSpeed)</td><td>610871</td></tr><tr><td>Web servers (Microsoft HTTPAPI)</td><td>54501</td></tr><tr><td>Web servers (MiniServ)</td><td>45</td></tr><tr><td>Web servers (Mongrel)</td><td>9</td></tr><tr><td>Web servers (Monkey HTTP Server)</td><td>2</td></tr><tr><td>Web servers (Next.js)</td><td>54158</td></tr><tr><td>Web servers (Nginx)</td><td>3816438</td></tr><tr><td>Web servers (Nuxt.js)</td><td>19822</td></tr><tr><td>Web servers (OpenBSD httpd)</td><td>192</td></tr><tr><td>Web servers (OpenGSE)</td><td>14703</td></tr><tr><td>Web servers (OpenResty)</td><td>640486</td></tr><tr><td>Web servers (Oracle Application Server)</td><td>44</td></tr><tr><td>Web servers (Oracle HTTP Server)</td><td>47</td></tr><tr><td>Web servers (Oracle WebLogic Server)</td><td>481</td></tr><tr><td>Web servers (Phusion Passenger)</td><td>14746</td></tr><tr><td>Web servers (Remix)</td><td>699</td></tr><tr><td>Web servers (Resin)</td><td>371</td></tr><tr><td>Web servers (RoadRunner)</td><td>7</td></tr><tr><td>Web servers (SimpleHTTP)</td><td>8</td></tr><tr><td>Web servers (SolidStart)</td><td>45</td></tr><tr><td>Web servers (Starlet)</td><td>28</td></tr><tr><td>Web servers (Tengine)</td><td>2175</td></tr><tr><td>Web servers (TornadoServer)</td><td>26</td></tr><tr><td>Web servers (TwistedWeb)</td><td>11</td></tr><tr><td>Web servers (Uvicorn)</td><td>70</td></tr><tr><td>Web servers (WEBrick)</td><td>206</td></tr><tr><td>Web servers (Warp)</td><td>4</td></tr><tr><td>Web servers (Winstone Servlet Container)</td><td>1</td></tr><tr><td>Web servers (Xitami)</td><td>4</td></tr><tr><td>Web servers (Yaws)</td><td>11</td></tr><tr><td>Web servers (Zend)</td><td>152</td></tr><tr><td>Web servers (Zope)</td><td>857</td></tr><tr><td>Web servers (gunicorn)</td><td>3452</td></tr><tr><td>Web servers (libwww-perl-daemon)</td><td>1</td></tr><tr><td>Web servers (lighttpd)</td><td>1953</td></tr><tr><td>Web servers (mini\_httpd)</td><td>11</td></tr><tr><td>Web servers (nghttpx - HTTP/2 proxy)</td><td>1</td></tr><tr><td>Web servers (thttpd)</td><td>15</td></tr><tr><td>Webmail (Open-Xchange App Suite)</td><td>24</td></tr><tr><td>Webmail (Outlook Web App)</td><td>846</td></tr><tr><td>Webmail (RainLoop)</td><td>76</td></tr><tr><td>Webmail (RoundCube)</td><td>2161</td></tr><tr><td>Webmail (SquirrelMail)</td><td>355</td></tr><tr><td>Webmail (Zimbra)</td><td>224</td></tr><tr><td>Widgets (AccuWeather)</td><td>991</td></tr><tr><td>Widgets (AddShoppers)</td><td>1121</td></tr><tr><td>Widgets (AddThis)</td><td>83154</td></tr><tr><td>Widgets (AddToAny)</td><td>60095</td></tr><tr><td>Widgets (AirRobe)</td><td>13</td></tr><tr><td>Widgets (Airtable)</td><td>537</td></tr><tr><td>Widgets (Algolia DocSearch)</td><td>42</td></tr><tr><td>Widgets (AnswerDash)</td><td>41</td></tr><tr><td>Widgets (Astra Widgets)</td><td>4295</td></tr><tr><td>Widgets (Avada Boost Sales)</td><td>370</td></tr><tr><td>Widgets (Avasize)</td><td>1</td></tr><tr><td>Widgets (Babylist)</td><td>22</td></tr><tr><td>Widgets (BandsInTown Events Widget)</td><td>800</td></tr><tr><td>Widgets (Birdeye)</td><td>4313</td></tr><tr><td>Widgets (Bokun)</td><td>16</td></tr><tr><td>Widgets (Booking.com widget)</td><td>277</td></tr><tr><td>Widgets (Bookingkit)</td><td>1</td></tr><tr><td>Widgets (Booksy)</td><td>241</td></tr><tr><td>Widgets (Browser-Update.org)</td><td>15083</td></tr><tr><td>Widgets (Buttonizer)</td><td>9048</td></tr><tr><td>Widgets (Buy me a coffee)</td><td>446</td></tr><tr><td>Widgets (Caast.tv)</td><td>22</td></tr><tr><td>Widgets (Captivate.fm)</td><td>96</td></tr><tr><td>Widgets (CareCart Sales Pop Up)</td><td>701</td></tr><tr><td>Widgets (Chatango)</td><td>13</td></tr><tr><td>Widgets (Checkfront)</td><td>121</td></tr><tr><td>Widgets (Cloverly)</td><td>2</td></tr><tr><td>Widgets (Clutch)</td><td>845</td></tr><tr><td>Widgets (CoconutSoftware)</td><td>1</td></tr><tr><td>Widgets (CodeSandbox)</td><td>2</td></tr><tr><td>Widgets (Comeet)</td><td>14</td></tr><tr><td>Widgets (Crobox)</td><td>6</td></tr><tr><td>Widgets (Daily Deals)</td><td>58</td></tr><tr><td>Widgets (DailyKarma)</td><td>241</td></tr><tr><td>Widgets (EX.CO)</td><td>47</td></tr><tr><td>Widgets (Elfsight)</td><td>42490</td></tr><tr><td>Widgets (EmbedSocial)</td><td>2345</td></tr><tr><td>Widgets (Embedly)</td><td>537</td></tr><tr><td>Widgets (Envybox)</td><td>44</td></tr><tr><td>Widgets (Eveve)</td><td>12</td></tr><tr><td>Widgets (FareHarbor)</td><td>5681</td></tr><tr><td>Widgets (FlexSlider)</td><td>60859</td></tr><tr><td>Widgets (FlippingBook)</td><td>960</td></tr><tr><td>Widgets (FullCalendar)</td><td>45641</td></tr><tr><td>Widgets (Genesys Cloud)</td><td>643</td></tr><tr><td>Widgets (GetButton)</td><td>3631</td></tr><tr><td>Widgets (Getsitecontrol)</td><td>4296</td></tr><tr><td>Widgets (GoCertify)</td><td>60</td></tr><tr><td>Widgets (Gravitec)</td><td>283</td></tr><tr><td>Widgets (Gumstack)</td><td>2</td></tr><tr><td>Widgets (Hello Bar)</td><td>3201</td></tr><tr><td>Widgets (Infogram)</td><td>116</td></tr><tr><td>Widgets (Instabot)</td><td>170</td></tr><tr><td>Widgets (Interact)</td><td>201</td></tr><tr><td>Widgets (Issuu)</td><td>13242</td></tr><tr><td>Widgets (Izooto)</td><td>157</td></tr><tr><td>Widgets (Ko-fi)</td><td>336</td></tr><tr><td>Widgets (Mangeznotez)</td><td>2</td></tr><tr><td>Widgets (ManyContacts)</td><td>17</td></tr><tr><td>Widgets (Marketo Forms)</td><td>944</td></tr><tr><td>Widgets (Meebo)</td><td>7</td></tr><tr><td>Widgets (Meeting Scheduler)</td><td>13</td></tr><tr><td>Widgets (MindBody)</td><td>1387</td></tr><tr><td>Widgets (Mulberry)</td><td>43</td></tr><tr><td>Widgets (MyBlogLog)</td><td>1</td></tr><tr><td>Widgets (Nextsale)</td><td>143</td></tr><tr><td>Widgets (Octane AI)</td><td>461</td></tr><tr><td>Widgets (Omny Studio)</td><td>116</td></tr><tr><td>Widgets (Ookla Speedtest Custom)</td><td>546</td></tr><tr><td>Widgets (OrbitFox)</td><td>11528</td></tr><tr><td>Widgets (Outbrain)</td><td>7756</td></tr><tr><td>Widgets (POWR)</td><td>21452</td></tr><tr><td>Widgets (Patreon)</td><td>2973</td></tr><tr><td>Widgets (PayKickStart)</td><td>25</td></tr><tr><td>Widgets (Peek)</td><td>1155</td></tr><tr><td>Widgets (Picreel)</td><td>13</td></tr><tr><td>Widgets (Pinterest)</td><td>4880</td></tr><tr><td>Widgets (Po.st)</td><td>273</td></tr><tr><td>Widgets (Pocket)</td><td>239</td></tr><tr><td>Widgets (Podigee)</td><td>155</td></tr><tr><td>Widgets (Podium)</td><td>10330</td></tr><tr><td>Widgets (ProvenExpert)</td><td>5325</td></tr><tr><td>Widgets (Proximis)</td><td>3</td></tr><tr><td>Widgets (Q4 Cookie Monster)</td><td>33</td></tr><tr><td>Widgets (RateParity)</td><td>390</td></tr><tr><td>Widgets (ReadAloud)</td><td>20</td></tr><tr><td>Widgets (ReadSpeaker)</td><td>4695</td></tr><tr><td>Widgets (Regiondo)</td><td>125</td></tr><tr><td>Widgets (Remixd)</td><td>1</td></tr><tr><td>Widgets (Rezdy)</td><td>107</td></tr><tr><td>Widgets (Rezgo)</td><td>1</td></tr><tr><td>Widgets (Ruby Receptionists)</td><td>464</td></tr><tr><td>Widgets (Salesfloor)</td><td>4</td></tr><tr><td>Widgets (Setmore)</td><td>453</td></tr><tr><td>Widgets (SevenRooms)</td><td>236</td></tr><tr><td>Widgets (ShareThis)</td><td>60431</td></tr><tr><td>Widgets (Shareaholic)</td><td>4735</td></tr><tr><td>Widgets (ShoppingGives)</td><td>201</td></tr><tr><td>Widgets (SiteMinder)</td><td>552</td></tr><tr><td>Widgets (Slider Revolution)</td><td>806031</td></tr><tr><td>Widgets (SnapWidget)</td><td>4805</td></tr><tr><td>Widgets (Social9)</td><td>200</td></tr><tr><td>Widgets (SocialJuice)</td><td>9</td></tr><tr><td>Widgets (SoundCloud)</td><td>4931</td></tr><tr><td>Widgets (Spin-a-Sale)</td><td>80</td></tr><tr><td>Widgets (Spotify Widgets)</td><td>4912</td></tr><tr><td>Widgets (SpurIT)</td><td>2878</td></tr><tr><td>Widgets (Squadded)</td><td>4</td></tr><tr><td>Widgets (StorifyMe)</td><td>80</td></tr><tr><td>Widgets (Sumo)</td><td>6664</td></tr><tr><td>Widgets (Tagembed)</td><td>2001</td></tr><tr><td>Widgets (Taggbox)</td><td>505</td></tr><tr><td>Widgets (TeamBrain)</td><td>13</td></tr><tr><td>Widgets (Tiqets)</td><td>83</td></tr><tr><td>Widgets (Transistor.fm)</td><td>76</td></tr><tr><td>Widgets (Trinity Audio)</td><td>7</td></tr><tr><td>Widgets (Tripadviser.Widget)</td><td>1053</td></tr><tr><td>Widgets (TrustYou)</td><td>684</td></tr><tr><td>Widgets (Twitter)</td><td>125225</td></tr><tr><td>Widgets (Ubiliz)</td><td>66</td></tr><tr><td>Widgets (VerifyPass)</td><td>413</td></tr><tr><td>Widgets (WP Live Visitor Counter)</td><td>222</td></tr><tr><td>Widgets (Wair)</td><td>57</td></tr><tr><td>Widgets (Waveform)</td><td>44</td></tr><tr><td>Widgets (Web Stories)</td><td>3</td></tr><tr><td>Widgets (Wheelio)</td><td>343</td></tr><tr><td>Widgets (Whooshkaa)</td><td>1</td></tr><tr><td>Widgets (Wisepops)</td><td>1885</td></tr><tr><td>Widgets (Worldz)</td><td>94</td></tr><tr><td>Widgets (Yandex.Messenger)</td><td>4</td></tr><tr><td>Widgets (Yelp Review Badge)</td><td>3740</td></tr><tr><td>Widgets (eKomi)</td><td>906</td></tr><tr><td>Wikis (Apache JSPWiki)</td><td>5</td></tr><tr><td>Wikis (Atlassian Confluence)</td><td>25</td></tr><tr><td>Wikis (DokuWiki)</td><td>262</td></tr><tr><td>Wikis (Foswiki)</td><td>8</td></tr><tr><td>Wikis (MediaWiki)</td><td>531</td></tr><tr><td>Wikis (MoinMoin)</td><td>7</td></tr><tr><td>Wikis (TWiki)</td><td>9</td></tr><tr><td>Wikis (TiddlyWiki)</td><td>8</td></tr><tr><td>Wikis (Tiki Wiki CMS Groupware)</td><td>154</td></tr><tr><td>Wikis (WikkaWiki)</td><td>1</td></tr><tr><td>Wikis (XWiki)</td><td>5</td></tr><tr><td>Wikis (ikiwiki)</td><td>6</td></tr><tr><td>WordPress plugins (AMP for WordPress)</td><td>1213</td></tr><tr><td>WordPress plugins (AddToAny Share Buttons)</td><td>39786</td></tr><tr><td>WordPress plugins (Advanced Custom Fields)</td><td>2312</td></tr><tr><td>WordPress plugins (Akismet)</td><td>47316</td></tr><tr><td>WordPress plugins (All in One SEO Pack)</td><td>32908</td></tr><tr><td>WordPress plugins (Asgaros Forum)</td><td>983</td></tr><tr><td>WordPress plugins (Astra Widgets)</td><td>4295</td></tr><tr><td>WordPress plugins (Autoptimize)</td><td>141754</td></tr><tr><td>WordPress plugins (BetterDocs plugin)</td><td>657</td></tr><tr><td>WordPress plugins (Blocksy Companion)</td><td>5604</td></tr><tr><td>WordPress plugins (Bold Page Builder)</td><td>4626</td></tr><tr><td>WordPress plugins (BoldGrid)</td><td>3729</td></tr><tr><td>WordPress plugins (Bookly)</td><td>7299</td></tr><tr><td>WordPress plugins (Borlabs Cookie)</td><td>92360</td></tr><tr><td>WordPress plugins (Breadcrumb NavXT)</td><td>6044</td></tr><tr><td>WordPress plugins (Brilliant Web-to-Lead)</td><td>61</td></tr><tr><td>WordPress plugins (BuddyPress)</td><td>4992</td></tr><tr><td>WordPress plugins (Caldera Forms)</td><td>6248</td></tr><tr><td>WordPress plugins (Chimpmatic)</td><td>405</td></tr><tr><td>WordPress plugins (CiviCRM plugins)</td><td>60</td></tr><tr><td>WordPress plugins (Complianz)</td><td>166797</td></tr><tr><td>WordPress plugins (Contact Form 7)</td><td>1604416</td></tr><tr><td>WordPress plugins (Cookie Information plugin)</td><td>19521</td></tr><tr><td>WordPress plugins (Cookie Notice)</td><td>193826</td></tr><tr><td>WordPress plugins (Creativ.eMail)</td><td>12380</td></tr><tr><td>WordPress plugins (Crocoblock JetElements)</td><td>51308</td></tr><tr><td>WordPress plugins (Custom Fonts)</td><td>13385</td></tr><tr><td>WordPress plugins (Cwicly)</td><td>100</td></tr><tr><td>WordPress plugins (Distributor)</td><td>9</td></tr><tr><td>WordPress plugins (Divi)</td><td>462811</td></tr><tr><td>WordPress plugins (Doppler Forms)</td><td>16</td></tr><tr><td>WordPress plugins (Doppler for WooCommerce)</td><td>4</td></tr><tr><td>WordPress plugins (Download Monitor)</td><td>17729</td></tr><tr><td>WordPress plugins (Draftpress HFCM)</td><td>43884</td></tr><tr><td>WordPress plugins (EWWW Image Optimizer)</td><td>32468</td></tr><tr><td>WordPress plugins (EasyDigitalDownloads)</td><td>2787</td></tr><tr><td>WordPress plugins (ElasticPress)</td><td>495</td></tr><tr><td>WordPress plugins (Elementor Header & Footer Builder)</td><td>72956</td></tr><tr><td>WordPress plugins (Elementor)</td><td>867437</td></tr><tr><td>WordPress plugins (ElementsKit)</td><td>46385</td></tr><tr><td>WordPress plugins (EmbedPlus)</td><td>27828</td></tr><tr><td>WordPress plugins (Essential Addons for Elementor)</td><td>40290</td></tr><tr><td>WordPress plugins (EventOn)</td><td>8901</td></tr><tr><td>WordPress plugins (ExactMetrics)</td><td>50907</td></tr><tr><td>WordPress plugins (Flying Analytics)</td><td>479</td></tr><tr><td>WordPress plugins (Flying Images)</td><td>666</td></tr><tr><td>WordPress plugins (Flying Pages)</td><td>3241</td></tr><tr><td>WordPress plugins (FlyingPress)</td><td>1138</td></tr><tr><td>WordPress plugins (FooPlugins FooGallery)</td><td>4391</td></tr><tr><td>WordPress plugins (Formidable Form)</td><td>53119</td></tr><tr><td>WordPress plugins (Frames)</td><td>72</td></tr><tr><td>WordPress plugins (GPT AI Power)</td><td>410</td></tr><tr><td>WordPress plugins (GTranslate)</td><td>39712</td></tr><tr><td>WordPress plugins (GenerateBlocks)</td><td>8188</td></tr><tr><td>WordPress plugins (GeneratePress GP Premium)</td><td>22157</td></tr><tr><td>WordPress plugins (GiveWP)</td><td>13031</td></tr><tr><td>WordPress plugins (GoDaddy CoBlocks)</td><td>34492</td></tr><tr><td>WordPress plugins (Google Tag Manager for WordPress)</td><td>72320</td></tr><tr><td>WordPress plugins (Gravity Forms)</td><td>159727</td></tr><tr><td>WordPress plugins (Gutenberg)</td><td>45439</td></tr><tr><td>WordPress plugins (HubSpot WordPress plugin)</td><td>45999</td></tr><tr><td>WordPress plugins (Imagely NextGEN Gallery)</td><td>27920</td></tr><tr><td>WordPress plugins (Ivory Search)</td><td>15858</td></tr><tr><td>WordPress plugins (Jetpack Boost)</td><td>13078</td></tr><tr><td>WordPress plugins (Jetpack)</td><td>238292</td></tr><tr><td>WordPress plugins (Jilt plugin)</td><td>24</td></tr><tr><td>WordPress plugins (Kadence WP Blocks)</td><td>14503</td></tr><tr><td>WordPress plugins (Kirki Customizer Framework)</td><td>700</td></tr><tr><td>WordPress plugins (Limit Login Attempts Reloaded)</td><td>124</td></tr><tr><td>WordPress plugins (LiveCanvas)</td><td>409</td></tr><tr><td>WordPress plugins (MailChimp for WooCommerce)</td><td>39668</td></tr><tr><td>WordPress plugins (MailChimp for WordPress)</td><td>66945</td></tr><tr><td>WordPress plugins (MailerLite plugin)</td><td>1351</td></tr><tr><td>WordPress plugins (Master Slider Plugin)</td><td>19028</td></tr><tr><td>WordPress plugins (MetaSlider)</td><td>51717</td></tr><tr><td>WordPress plugins (Moneris Payment Gateway)</td><td>369</td></tr><tr><td>WordPress plugins (MonsterInsights)</td><td>191786</td></tr><tr><td>WordPress plugins (Moove GDPR Consent)</td><td>65236</td></tr><tr><td>WordPress plugins (Newspack)</td><td>176</td></tr><tr><td>WordPress plugins (NextGEN Gallery)</td><td>41636</td></tr><tr><td>WordPress plugins (Ninja Forms)</td><td>26122</td></tr><tr><td>WordPress plugins (OnePress Social Locker)</td><td>954</td></tr><tr><td>WordPress plugins (OptinMonster plugin)</td><td>3528</td></tr><tr><td>WordPress plugins (OrbitFox)</td><td>11528</td></tr><tr><td>WordPress plugins (Oxygen)</td><td>20663</td></tr><tr><td>WordPress plugins (Perfmatters)</td><td>10402</td></tr><tr><td>WordPress plugins (Performance Lab)</td><td>14716</td></tr><tr><td>WordPress plugins (Photo Gallery)</td><td>40368</td></tr><tr><td>WordPress plugins (PixelYourSite)</td><td>48184</td></tr><tr><td>WordPress plugins (Polylang)</td><td>130970</td></tr><tr><td>WordPress plugins (Popup Maker)</td><td>78859</td></tr><tr><td>WordPress plugins (Premio Chaty)</td><td>7960</td></tr><tr><td>WordPress plugins (Pretty Links)</td><td>6</td></tr><tr><td>WordPress plugins (ProfilePress)</td><td>16746</td></tr><tr><td>WordPress plugins (RankMath SEO)</td><td>192470</td></tr><tr><td>WordPress plugins (ReCaptcha v2 for Contact Form 7)</td><td>9310</td></tr><tr><td>WordPress plugins (Really Simple CAPTCHA)</td><td>61</td></tr><tr><td>WordPress plugins (Recent Posts Widget With Thumbnails)</td><td>14904</td></tr><tr><td>WordPress plugins (Redux Framework)</td><td>92858</td></tr><tr><td>WordPress plugins (Responsive Lightbox & Gallery)</td><td>39856</td></tr><tr><td>WordPress plugins (Rich Plugins Reviews)</td><td>23043</td></tr><tr><td>WordPress plugins (SVG Support)</td><td>21556</td></tr><tr><td>WordPress plugins (SeedProd Coming Soon)</td><td>11985</td></tr><tr><td>WordPress plugins (ShortPixel Image Optimizer)</td><td>156</td></tr><tr><td>WordPress plugins (Shortcodes Ultimate)</td><td>15261</td></tr><tr><td>WordPress plugins (Site Kit)</td><td>351635</td></tr><tr><td>WordPress plugins (SiteGuard WP Plugin)</td><td>2</td></tr><tr><td>WordPress plugins (SiteOrigin Page Builder)</td><td>73662</td></tr><tr><td>WordPress plugins (SiteOrigin Widgets Bundle)</td><td>41276</td></tr><tr><td>WordPress plugins (Smart Slider 3)</td><td>56024</td></tr><tr><td>WordPress plugins (Smash Balloon Instagram Feed)</td><td>134595</td></tr><tr><td>WordPress plugins (Societe des Avis Garantis)</td><td>533</td></tr><tr><td>WordPress plugins (Spectra)</td><td>6744</td></tr><tr><td>WordPress plugins (Stackable)</td><td>8054</td></tr><tr><td>WordPress plugins (Super Socializer)</td><td>1981</td></tr><tr><td>WordPress plugins (SuperPWA)</td><td>3644</td></tr><tr><td>WordPress plugins (TablePress)</td><td>78130</td></tr><tr><td>WordPress plugins (The Events Calendar)</td><td>133678</td></tr><tr><td>WordPress plugins (The SEO Framework)</td><td>19672</td></tr><tr><td>WordPress plugins (ThemeIsle Menu Icons)</td><td>23820</td></tr><tr><td>WordPress plugins (ThimPress Course Review)</td><td>191</td></tr><tr><td>WordPress plugins (ThimPress Course Wishlist)</td><td>411</td></tr><tr><td>WordPress plugins (ThimPress Gradebook)</td><td>46</td></tr><tr><td>WordPress plugins (ThimPress LearnPress)</td><td>2488</td></tr><tr><td>WordPress plugins (Thrive Apprentice)</td><td>208</td></tr><tr><td>WordPress plugins (Thrive Architect)</td><td>10011</td></tr><tr><td>WordPress plugins (Thrive Comments)</td><td>85</td></tr><tr><td>WordPress plugins (Thrive Leads)</td><td>2770</td></tr><tr><td>WordPress plugins (Thrive Quiz Builder)</td><td>533</td></tr><tr><td>WordPress plugins (Thrive Ultimatum)</td><td>1586</td></tr><tr><td>WordPress plugins (Translate WordPress)</td><td>17897</td></tr><tr><td>WordPress plugins (Ultimate Addons for Elementor)</td><td>47036</td></tr><tr><td>WordPress plugins (Ultimate GDPR & CCPA)</td><td>4206</td></tr><tr><td>WordPress plugins (UltimatelySocial)</td><td>19680</td></tr><tr><td>WordPress plugins (W3 Total Cache)</td><td>151522</td></tr><tr><td>WordPress plugins (WP Automatic)</td><td>31</td></tr><tr><td>WordPress plugins (WP Fastest Cache)</td><td>108996</td></tr><tr><td>WordPress plugins (WP Featherlight)</td><td>11811</td></tr><tr><td>WordPress plugins (WP Google Map Plugin)</td><td>10116</td></tr><tr><td>WordPress plugins (WP Job Openings)</td><td>5872</td></tr><tr><td>WordPress plugins (WP Live Visitor Counter)</td><td>222</td></tr><tr><td>WordPress plugins (WP Maintenance Mode)</td><td>2721</td></tr><tr><td>WordPress plugins (WP Rocket)</td><td>357772</td></tr><tr><td>WordPress plugins (WP-Optimize)</td><td>52208</td></tr><tr><td>WordPress plugins (WP-PageNavi)</td><td>41634</td></tr><tr><td>WordPress plugins (WP-Statistics)</td><td>12069</td></tr><tr><td>WordPress plugins (WPForms)</td><td>168575</td></tr><tr><td>WordPress plugins (WPML)</td><td>220892</td></tr><tr><td>WordPress plugins (WPMU DEV Smush)</td><td>71861</td></tr><tr><td>WordPress plugins (WPS Visitor Counter)</td><td>614</td></tr><tr><td>WordPress plugins (Web Stories for WordPress)</td><td>1</td></tr><tr><td>WordPress plugins (WebFactory Maintenance)</td><td>12516</td></tr><tr><td>WordPress plugins (WebFactory Under Construction)</td><td>8922</td></tr><tr><td>WordPress plugins (WebToffee Stripe Payment Plugin for WooCommerce)</td><td>573</td></tr><tr><td>WordPress plugins (Welcart)</td><td>31</td></tr><tr><td>WordPress plugins (WooCommerce Blocks)</td><td>5415</td></tr><tr><td>WordPress plugins (WooCommerce Multilingual)</td><td>23098</td></tr><tr><td>WordPress plugins (WooCommerce PayPal Checkout Payment Gateway)</td><td>12352</td></tr><tr><td>WordPress plugins (WooCommerce PayPal Payments)</td><td>9679</td></tr><tr><td>WordPress plugins (WooCommerce Stripe Payment Gateway)</td><td>1302</td></tr><tr><td>WordPress plugins (WooCommerce)</td><td>556402</td></tr><tr><td>WordPress plugins (WordPress Super Cache)</td><td>146152</td></tr><tr><td>WordPress plugins (Wordfence Login Security)</td><td>630</td></tr><tr><td>WordPress plugins (Wordfence)</td><td>82</td></tr><tr><td>WordPress plugins (Yoast Duplicate Post)</td><td>155</td></tr><tr><td>WordPress plugins (Yoast SEO)</td><td>2088987</td></tr><tr><td>WordPress plugins (Zakeke Interactive Product Designer)</td><td>210</td></tr><tr><td>WordPress plugins (a3 Lazy Load)</td><td>15651</td></tr><tr><td>WordPress plugins (iThemes Security)</td><td>2480</td></tr><tr><td>WordPress plugins (wpBakery)</td><td>555966</td></tr><tr><td>WordPress plugins (wpCache)</td><td>1229</td></tr><tr><td>WordPress themes (AFThemes CoverNews)</td><td>906</td></tr><tr><td>WordPress themes (AndersNoren Baskerville)</td><td>587</td></tr><tr><td>WordPress themes (AndersNoren Fukasawa)</td><td>325</td></tr><tr><td>WordPress themes (AndersNoren Hemingway)</td><td>2027</td></tr><tr><td>WordPress themes (AndersNoren Hitchcock)</td><td>677</td></tr><tr><td>WordPress themes (AndersNoren Lovecraft)</td><td>783</td></tr><tr><td>WordPress themes (Apollo13Themes Rife)</td><td>2598</td></tr><tr><td>WordPress themes (Astra)</td><td>181990</td></tr><tr><td>WordPress themes (Blocksy)</td><td>10662</td></tr><tr><td>WordPress themes (Blossom Travel)</td><td>299</td></tr><tr><td>WordPress themes (Bold Themes)</td><td>6415</td></tr><tr><td>WordPress themes (Bricks)</td><td>2926</td></tr><tr><td>WordPress themes (CSSIgniter Olsen Light)</td><td>254</td></tr><tr><td>WordPress themes (Candid Themes Fairy)</td><td>528</td></tr><tr><td>WordPress themes (Catch Themes Catch Box)</td><td>803</td></tr><tr><td>WordPress themes (Catch Themes Fotografie)</td><td>628</td></tr><tr><td>WordPress themes (Colibri WP)</td><td>9362</td></tr><tr><td>WordPress themes (ColorMag)</td><td>4092</td></tr><tr><td>WordPress themes (Colorlib Activello)</td><td>483</td></tr><tr><td>WordPress themes (Colorlib Illdy)</td><td>1259</td></tr><tr><td>WordPress themes (Colorlib Shapely)</td><td>2460</td></tr><tr><td>WordPress themes (Colorlib Sparkling)</td><td>2462</td></tr><tr><td>WordPress themes (Colorlib Travelify)</td><td>1039</td></tr><tr><td>WordPress themes (Cryout Creations Bravada)</td><td>1035</td></tr><tr><td>WordPress themes (Cryout Creations Fluida)</td><td>1522</td></tr><tr><td>WordPress themes (Cryout Creations Mantra)</td><td>1326</td></tr><tr><td>WordPress themes (Cryout Creations Parabola)</td><td>1110</td></tr><tr><td>WordPress themes (CyberChimps Responsive)</td><td>6181</td></tr><tr><td>WordPress themes (Divi)</td><td>462811</td></tr><tr><td>WordPress themes (Enigma)</td><td>1160</td></tr><tr><td>WordPress themes (Envo Shop)</td><td>89</td></tr><tr><td>WordPress themes (Envo Storefront)</td><td>205</td></tr><tr><td>WordPress themes (Envo eCommerce)</td><td>117</td></tr><tr><td>WordPress themes (ExtendThemes Calliope)</td><td>52</td></tr><tr><td>WordPress themes (ExtendThemes EmpowerWP)</td><td>959</td></tr><tr><td>WordPress themes (ExtendThemes Highlight)</td><td>1513</td></tr><tr><td>WordPress themes (ExtendThemes Materialis)</td><td>913</td></tr><tr><td>WordPress themes (ExtendThemes Mesmerize)</td><td>6705</td></tr><tr><td>WordPress themes (FalguniThemes Nisarg)</td><td>1367</td></tr><tr><td>WordPress themes (FameThemes OnePress)</td><td>10061</td></tr><tr><td>WordPress themes (FameThemes Screenr)</td><td>1479</td></tr><tr><td>WordPress themes (Futurio)</td><td>1715</td></tr><tr><td>WordPress themes (GeneratePress)</td><td>57394</td></tr><tr><td>WordPress themes (Genesis theme)</td><td>47653</td></tr><tr><td>WordPress themes (GoDaddy Escapade)</td><td>843</td></tr><tr><td>WordPress themes (GoDaddy Go)</td><td>3345</td></tr><tr><td>WordPress themes (GoDaddy Lyrical)</td><td>735</td></tr><tr><td>WordPress themes (GoDaddy Primer)</td><td>5562</td></tr><tr><td>WordPress themes (GoDaddy Uptown Style)</td><td>808</td></tr><tr><td>WordPress themes (Graphene)</td><td>1970</td></tr><tr><td>WordPress themes (HashThemes Total)</td><td>16393</td></tr><tr><td>WordPress themes (Hello Elementor)</td><td>188482</td></tr><tr><td>WordPress themes (Hestia)</td><td>13456</td></tr><tr><td>WordPress themes (Kadence WP Kadence)</td><td>15961</td></tr><tr><td>WordPress themes (Kadence WP Virtue)</td><td>4577</td></tr><tr><td>WordPress themes (Kaira Vogue)</td><td>780</td></tr><tr><td>WordPress themes (LandingPress)</td><td>10</td></tr><tr><td>WordPress themes (Lightning)</td><td>482</td></tr><tr><td>WordPress themes (LyraThemes Kale)</td><td>903</td></tr><tr><td>WordPress themes (MDBootstrap WP theme)</td><td>6</td></tr><tr><td>WordPress themes (MachoThemes NewsMag)</td><td>989</td></tr><tr><td>WordPress themes (MysteryThemes News Portal Lite)</td><td>9</td></tr><tr><td>WordPress themes (MysteryThemes News Portal Mag)</td><td>7</td></tr><tr><td>WordPress themes (MysteryThemes News Portal)</td><td>223</td></tr><tr><td>WordPress themes (Neve)</td><td>21415</td></tr><tr><td>WordPress themes (OceanWP)</td><td>62208</td></tr><tr><td>WordPress themes (OnePage Express)</td><td>2022</td></tr><tr><td>WordPress themes (OutTheBoxThemes Panoramic)</td><td>1473</td></tr><tr><td>WordPress themes (Page Builder Framework)</td><td>3828</td></tr><tr><td>WordPress themes (Phlox)</td><td>5365</td></tr><tr><td>WordPress themes (PopularFX)</td><td>2176</td></tr><tr><td>WordPress themes (Press Customizr)</td><td>9462</td></tr><tr><td>WordPress themes (Press Hueman)</td><td>4330</td></tr><tr><td>WordPress themes (PressMaximum Customify)</td><td>5760</td></tr><tr><td>WordPress themes (Satori Studio Bento)</td><td>730</td></tr><tr><td>WordPress themes (Scissor Themes Writee)</td><td>225</td></tr><tr><td>WordPress themes (Semplice)</td><td>3032</td></tr><tr><td>WordPress themes (Sinatra)</td><td>1271</td></tr><tr><td>WordPress themes (SiteOrigin Vantage)</td><td>12498</td></tr><tr><td>WordPress themes (SpiceThemes SpicePress)</td><td>1381</td></tr><tr><td>WordPress themes (The Theme Foundry Make)</td><td>1682</td></tr><tr><td>WordPress themes (Theme Freesia Edge)</td><td>439</td></tr><tr><td>WordPress themes (Theme Freesia Photograph)</td><td>239</td></tr><tr><td>WordPress themes (Theme Freesia ShoppingCart)</td><td>128</td></tr><tr><td>WordPress themes (Theme Horse Attitude)</td><td>899</td></tr><tr><td>WordPress themes (Theme Horse NewsCard)</td><td>287</td></tr><tr><td>WordPress themes (Theme Vision Agama)</td><td>1164</td></tr><tr><td>WordPress themes (Theme4Press Evolve)</td><td>1759</td></tr><tr><td>WordPress themes (ThemeGrill Accelerate)</td><td>2699</td></tr><tr><td>WordPress themes (ThemeGrill Cenote)</td><td>534</td></tr><tr><td>WordPress themes (ThemeGrill ColorMag)</td><td>4133</td></tr><tr><td>WordPress themes (ThemeGrill Flash)</td><td>3275</td></tr><tr><td>WordPress themes (ThemeGrill Radiate)</td><td>1456</td></tr><tr><td>WordPress themes (ThemeGrill Spacious)</td><td>7438</td></tr><tr><td>WordPress themes (ThemeGrill eStore)</td><td>321</td></tr><tr><td>WordPress themes (ThemeZee Donovan)</td><td>592</td></tr><tr><td>WordPress themes (ThemeZee Poseidon)</td><td>879</td></tr><tr><td>WordPress themes (ThemeZee Wellington)</td><td>393</td></tr><tr><td>WordPress themes (Themeansar Newsberg)</td><td>116</td></tr><tr><td>WordPress themes (Themeansar Newsup)</td><td>1284</td></tr><tr><td>WordPress themes (Themebeez Cream Magazine)</td><td>278</td></tr><tr><td>WordPress themes (Themebeez Orchid Store)</td><td>255</td></tr><tr><td>WordPress themes (Themegraphy Graphy)</td><td>639</td></tr><tr><td>WordPress themes (Themes4Wp Bulk)</td><td>700</td></tr><tr><td>WordPress themes (ThemezHut Bam)</td><td>413</td></tr><tr><td>WordPress themes (ThemezHut HitMag)</td><td>373</td></tr><tr><td>WordPress themes (Themonic Iconic One)</td><td>837</td></tr><tr><td>WordPress themes (Think Up Themes Consulting)</td><td>3629</td></tr><tr><td>WordPress themes (Think Up Themes Minamaze)</td><td>1105</td></tr><tr><td>WordPress themes (Twenty Eleven)</td><td>10197</td></tr><tr><td>WordPress themes (Twenty Fifteen)</td><td>8801</td></tr><tr><td>WordPress themes (Twenty Fourteen)</td><td>10716</td></tr><tr><td>WordPress themes (Twenty Nineteen)</td><td>9597</td></tr><tr><td>WordPress themes (Twenty Seventeen)</td><td>50161</td></tr><tr><td>WordPress themes (Twenty Sixteen)</td><td>15271</td></tr><tr><td>WordPress themes (Twenty Ten)</td><td>7312</td></tr><tr><td>WordPress themes (Twenty Thirteen)</td><td>10525</td></tr><tr><td>WordPress themes (Twenty Twelve)</td><td>16948</td></tr><tr><td>WordPress themes (Twenty Twenty)</td><td>21703</td></tr><tr><td>WordPress themes (Twenty Twenty-One)</td><td>19880</td></tr><tr><td>WordPress themes (Twenty Twenty-Three)</td><td>3529</td></tr><tr><td>WordPress themes (Twenty Twenty-Two)</td><td>1973</td></tr><tr><td>WordPress themes (Understrap)</td><td>5453</td></tr><tr><td>WordPress themes (UpSolution Zephyr)</td><td>209</td></tr><tr><td>WordPress themes (WEN Themes Education Hub)</td><td>674</td></tr><tr><td>WordPress themes (WEN Themes Signify Dark)</td><td>706</td></tr><tr><td>WordPress themes (WP Puzzle Basic)</td><td>691</td></tr><tr><td>WordPress themes (WP-Royal Ashe)</td><td>3275</td></tr><tr><td>WordPress themes (WP-Royal Bard)</td><td>1082</td></tr><tr><td>WordPress themes (Waveme)</td><td>3</td></tr><tr><td>WordPress themes (Weaver Xtreme)</td><td>2999</td></tr><tr><td>WordPress themes (Webriti Busiprof)</td><td>992</td></tr><tr><td>WordPress themes (Woostify)</td><td>696</td></tr><tr><td>WordPress themes (WordPress Default)</td><td>1597</td></tr><tr><td>WordPress themes (Xtra)</td><td>1520</td></tr><tr><td>WordPress themes (Zakra)</td><td>3862</td></tr><tr><td>WordPress themes (aThemes Airi)</td><td>1514</td></tr><tr><td>WordPress themes (aThemes Astrid)</td><td>1467</td></tr><tr><td>WordPress themes (aThemes Hiero)</td><td>145</td></tr><tr><td>WordPress themes (aThemes Moesia)</td><td>892</td></tr><tr><td>WordPress themes (aThemes Sydney)</td><td>15946</td></tr></tbody></table>


# Administrative units
Source: https://docs.istari.ai/tools/administrative-units

Each organization is geocoded to the exact house number level and assigned to administrative units.

In order to be able to assign the organizations to a geographical region, we use a hierarchical structure inspired by the [NUTS system of the European Union](https://ec.europa.eu/eurostat/web/nuts/background). This is structure is comparable across countries. However, in some world regions, the more fine-grained categories do not exist.

See also our [coverage ](/tools/country-coverage)(number of organizations per country).

| Column name | Description                                             | Example            |
| ----------- | ------------------------------------------------------- | ------------------ |
| country     | Country                                                 | Germany            |
| state       | Regions, federal states, provinces or territories.      | Baden-Württemberg  |
| region      | Departments, districts, metropolitan statistical areas. | Rhein-Neckar-Kreis |
| district    | Counties, districts, cities.                            | Sandhausen         |


# Country coverage
Source: https://docs.istari.ai/tools/country-coverage



The following table provides an overview of the **17,162,821 organizations** featured in the ISTARI Global Organization Index.

## Organizations per country (by type)

| Country                          | Total     | Company   | Other   | Academic | Public | Startup |
| -------------------------------- | --------- | --------- | ------- | -------- | ------ | ------- |
| Afghanistan                      | 108       | 87        | 8       | 9        | 4      | 0       |
| Albania                          | 4,327     | 3,396     | 731     | 90       | 102    | 8       |
| Algeria                          | 1,682     | 1,497     | 102     | 44       | 36     | 3       |
| Andorra                          | 200       | 180       | 12      | 0        | 8      | 0       |
| Angola                           | 451       | 381       | 36      | 13       | 21     | 0       |
| Antigua and Barbuda              | 39        | 37        | 1       | 0        | 1      | 0       |
| Argentina                        | 57,838    | 47,723    | 7,701   | 1,277    | 1,081  | 56      |
| Armenia                          | 958       | 768       | 105     | 39       | 41     | 5       |
| Australia                        | 676,629   | 569,987   | 95,616  | 6,267    | 3,090  | 1,669   |
| Austria                          | 161,157   | 130,118   | 27,360  | 1,392    | 2,019  | 268     |
| Azerbaijan                       | 1,008     | 846       | 45      | 39       | 75     | 3       |
| Bahamas                          | 546       | 465       | 59      | 7        | 14     | 1       |
| Bahrain                          | 2,296     | 2,150     | 70      | 35       | 34     | 7       |
| Bangladesh                       | 1,036     | 842       | 67      | 69       | 48     | 10      |
| Barbados                         | 270       | 221       | 40      | 1        | 7      | 1       |
| Belarus                          | 16,140    | 14,165    | 966     | 170      | 826    | 13      |
| Belgium                          | 234,998   | 178,105   | 49,515  | 4,233    | 2,734  | 411     |
| Belize                           | 203       | 177       | 16      | 3        | 5      | 2       |
| Benin                            | 218       | 171       | 33      | 9        | 5      | 0       |
| Bhutan                           | 71        | 56        | 4       | 2        | 9      | 0       |
| Bolivia                          | 1,594     | 1,441     | 89      | 46       | 17     | 1       |
| Bosnia and Herzegovina           | 6,535     | 5,561     | 537     | 83       | 349    | 5       |
| Botswana                         | 802       | 726       | 53      | 12       | 10     | 1       |
| Brazil                           | 513,941   | 447,709   | 50,200  | 6,726    | 8,404  | 902     |
| Brunei                           | 374       | 344       | 14      | 10       | 6      | 0       |
| Bulgaria                         | 46,949    | 39,259    | 5,607   | 890      | 1,095  | 98      |
| Burkina Faso                     | 142       | 116       | 17      | 3        | 6      | 0       |
| Burundi                          | 97        | 79        | 11      | 4        | 3      | 0       |
| Cabo Verde                       | 193       | 146       | 24      | 2        | 21     | 0       |
| Cambodia                         | 1,502     | 1,335     | 102     | 45       | 16     | 4       |
| Cameroon                         | 569       | 431       | 70      | 29       | 34     | 5       |
| Canada                           | 379,884   | 313,991   | 57,158  | 3,093    | 4,780  | 862     |
| Central African Republic         | 13        | 8         | 4       | 1        | 0      | 0       |
| Chad                             | 20        | 18        | 1       | 0        | 1      | 0       |
| Chile                            | 42,780    | 36,623    | 3,625   | 1,712    | 753    | 67      |
| China                            | 781,490   | 675,441   | 86,787  | 9,262    | 8,458  | 1,542   |
| Colombia                         | 48,785    | 40,495    | 4,854   | 1,283    | 2,059  | 94      |
| Comoros                          | 20        | 15        | 3       | 1        | 1      | 0       |
| Costa Rica                       | 4,420     | 3,774     | 428     | 98       | 113    | 7       |
| Croatia                          | 39,859    | 32,260    | 5,585   | 419      | 1,549  | 46      |
| Cuba                             | 301       | 232       | 55      | 4        | 9      | 1       |
| Cyprus                           | 9,236     | 8,386     | 650     | 118      | 49     | 33      |
| Czechia                          | 269,043   | 208,460   | 45,726  | 4,557    | 10,133 | 167     |
| Côte d'Ivoire                    | 636       | 563       | 36      | 16       | 19     | 2       |
| Democratic Republic of the Congo | 250       | 215       | 19      | 3        | 12     | 1       |
| Denmark                          | 164,590   | 114,861   | 46,259  | 1,514    | 1,638  | 318     |
| Djibouti                         | 60        | 53        | 1       | 0        | 6      | 0       |
| Dominica                         | 23        | 21        | 0       | 0        | 2      | 0       |
| Dominican Republic               | 4,055     | 3,700     | 192     | 89       | 70     | 4       |
| Ecuador                          | 6,635     | 6,101     | 323     | 122      | 86     | 3       |
| Egypt                            | 7,499     | 6,793     | 376     | 178      | 114    | 38      |
| El Salvador                      | 1,054     | 919       | 73      | 28       | 33     | 1       |
| Equatorial Guinea                | 31        | 29        | 2       | 0        | 0      | 0       |
| Eritrea                          | 5         | 5         | 0       | 0        | 0      | 0       |
| Estonia                          | 36,654    | 30,942    | 4,585   | 477      | 452    | 198     |
| Ethiopia                         | 658       | 516       | 80      | 29       | 28     | 5       |
| Fiji                             | 97        | 85        | 5       | 1        | 6      | 0       |
| Finland                          | 138,329   | 108,409   | 27,495  | 719      | 1,133  | 573     |
| France                           | 583,536   | 466,823   | 92,980  | 5,999    | 16,755 | 979     |
| Gabon                            | 88        | 80        | 5       | 2        | 1      | 0       |
| Gambia                           | 56        | 45        | 1       | 2        | 8      | 0       |
| Georgia                          | 6,491     | 4,625     | 1,357   | 257      | 241    | 11      |
| Germany                          | 1,834,183 | 1,445,900 | 345,990 | 18,520   | 20,895 | 2,878   |
| Ghana                            | 2,059     | 1,587     | 238     | 140      | 79     | 15      |
| Greece                           | 77,802    | 71,980    | 4,699   | 345      | 609    | 169     |
| Grenada                          | 26        | 21        | 0       | 1        | 4      | 0       |
| Guatemala                        | 2,387     | 2,114     | 147     | 91       | 33     | 2       |
| Guernsey                         | 723       | 600       | 93      | 5        | 24     | 1       |
| Guinea                           | 97        | 86        | 5       | 1        | 5      | 0       |
| Guinea-Bissau                    | 7         | 6         | 1       | 0        | 0      | 0       |
| Guyana                           | 149       | 102       | 20      | 3        | 24     | 0       |
| Haiti                            | 111       | 83        | 19      | 3        | 6      | 0       |
| Honduras                         | 253       | 217       | 17      | 13       | 6      | 0       |
| Hong Kong                        | 36,156    | 31,820    | 3,433   | 643      | 148    | 112     |
| Hungary                          | 110,770   | 87,108    | 18,049  | 1,860    | 3,568  | 185     |
| Iceland                          | 7,567     | 6,344     | 935     | 74       | 184    | 30      |
| India                            | 258,777   | 234,693   | 14,229  | 6,175    | 1,352  | 2,328   |
| Indonesia                        | 32,093    | 27,356    | 2,011   | 2,040    | 635    | 51      |
| Iran                             | 961       | 855       | 90      | 9        | 2      | 5       |
| Iraq                             | 837       | 729       | 39      | 48       | 19     | 2       |
| Ireland                          | 57,256    | 48,363    | 7,393   | 915      | 414    | 171     |
| Israel                           | 35,399    | 30,225    | 3,954   | 256      | 270    | 694     |
| Italy                            | 640,142   | 559,082   | 70,667  | 4,360    | 3,938  | 2,095   |
| Jamaica                          | 4,202     | 3,394     | 616     | 65       | 117    | 10      |
| Japan                            | 603,690   | 523,790   | 71,521  | 4,196    | 3,468  | 715     |
| Jordan                           | 2,004     | 1,764     | 140     | 52       | 45     | 3       |
| Kazakhstan                       | 12,789    | 10,835    | 1,188   | 293      | 461    | 12      |
| Kenya                            | 9,984     | 8,534     | 966     | 284      | 134    | 66      |
| Kiribati                         | 3         | 1         | 0       | 0        | 2      | 0       |
| Kosovo                           | 2,005     | 1,585     | 337     | 33       | 43     | 7       |
| Kuwait                           | 2,605     | 2,474     | 58      | 32       | 32     | 9       |
| Kyrgyzstan                       | 569       | 401       | 79      | 36       | 52     | 1       |
| Laos                             | 212       | 186       | 19      | 3        | 4      | 0       |
| Latvia                           | 21,922    | 18,102    | 2,821   | 462      | 508    | 29      |
| Lebanon                          | 3,255     | 2,992     | 178     | 46       | 34     | 5       |
| Lesotho                          | 883       | 748       | 103     | 5        | 22     | 5       |
| Liberia                          | 123       | 89        | 13      | 5        | 16     | 0       |
| Libya                            | 224       | 192       | 11      | 7        | 14     | 0       |
| Liechtenstein                    | 2,056     | 1,707     | 314     | 5        | 23     | 7       |
| Lithuania                        | 41,173    | 33,643    | 5,623   | 533      | 1,246  | 128     |
| Luxembourg                       | 15,332    | 12,260    | 2,702   | 84       | 237    | 49      |
| Madagascar                       | 336       | 291       | 35      | 7        | 3      | 0       |
| Malawi                           | 187       | 133       | 26      | 13       | 15     | 0       |
| Malaysia                         | 40,082    | 37,532    | 1,741   | 443      | 312    | 54      |
| Maldives                         | 225       | 189       | 6       | 6        | 23     | 1       |
| Mali                             | 123       | 100       | 11      | 2        | 10     | 0       |
| Malta                            | 4,726     | 4,251     | 387     | 44       | 28     | 16      |
| Marshall Islands                 | 43        | 41        | 2       | 0        | 0      | 0       |
| Martinique                       | 388       | 326       | 45      | 7        | 9      | 1       |
| Mauritania                       | 62        | 56        | 4       | 0        | 2      | 0       |
| Mauritius                        | 1,887     | 1,734     | 96      | 21       | 21     | 15      |
| Mexico                           | 59,189    | 52,411    | 3,544   | 2,426    | 769    | 39      |
| Micronesia                       | 6         | 5         | 0       | 0        | 1      | 0       |
| Moldova                          | 6,246     | 4,920     | 863     | 115      | 339    | 9       |
| Monaco                           | 1,053     | 964       | 66      | 3        | 15     | 5       |
| Mongolia                         | 281       | 252       | 15      | 4        | 9      | 1       |
| Montenegro                       | 2,550     | 2,031     | 348     | 38       | 128    | 5       |
| Morocco                          | 6,967     | 6,081     | 603     | 175      | 85     | 23      |
| Mozambique                       | 504       | 381       | 57      | 25       | 40     | 1       |
| Myanmar                          | 973       | 864       | 70      | 23       | 15     | 1       |
| México                           | 47,813    | 42,375    | 3,525   | 1,205    | 647    | 61      |
| Nepal                            | 2,887     | 2,270     | 279     | 298      | 32     | 8       |
| Netherlands                      | 779,829   | 575,574   | 193,368 | 6,964    | 1,956  | 1,967   |
| New Zealand                      | 99,903    | 83,751    | 13,619  | 1,800    | 408    | 325     |
| Nicaragua                        | 317       | 274       | 23      | 8        | 12     | 0       |
| Niger                            | 17        | 15        | 0       | 0        | 2      | 0       |
| Nigeria                          | 4,061     | 3,561     | 247     | 134      | 68     | 51      |
| North Macedonia                  | 3,288     | 2,546     | 375     | 117      | 246    | 4       |
| Norway                           | 116,383   | 83,615    | 29,515  | 1,065    | 1,788  | 400     |
| Oman                             | 5,301     | 4,458     | 634     | 122      | 77     | 10      |
| Pakistan                         | 12,139    | 10,151    | 1,239   | 495      | 217    | 37      |
| Palau                            | 14        | 13        | 1       | 0        | 0      | 0       |
| Panama                           | 2,046     | 1,878     | 81      | 57       | 23     | 7       |
| Papua New Guinea                 | 1,450     | 1,164     | 228     | 16       | 37     | 5       |
| Paraguay                         | 2,410     | 1,901     | 274     | 77       | 156    | 2       |
| Peru                             | 15,648    | 13,160    | 1,425   | 557      | 493    | 13      |
| Philippines                      | 11,190    | 9,510     | 858     | 527      | 276    | 19      |
| Poland                           | 341,784   | 285,651   | 44,715  | 3,956    | 7,011  | 451     |
| Portugal                         | 85,125    | 71,257    | 10,455  | 1,345    | 1,900  | 168     |
| Puerto Rico                      | 1,253     | 1,078     | 138     | 24       | 11     | 2       |
| Qatar                            | 2,077     | 1,930     | 62      | 45       | 38     | 2       |
| Republic of Congo                | 9         | 6         | 3       | 0        | 0      | 0       |
| Romania                          | 51,492    | 46,274    | 3,603   | 448      | 1,105  | 62      |
| Russia                           | 378,077   | 306,220   | 49,769  | 7,498    | 14,168 | 422     |
| Rwanda                           | 350       | 256       | 50      | 12       | 30     | 2       |
| Saint Kitts and Nevis            | 40        | 30        | 5       | 0        | 5      | 0       |
| Saint Lucia                      | 36        | 28        | 4       | 0        | 4      | 0       |
| Saint Vincent and the Grenadines | 39        | 36        | 1       | 0        | 2      | 0       |
| Samoa                            | 44        | 37        | 1       | 0        | 6      | 0       |
| San Marino                       | 130       | 119       | 7       | 0        | 4      | 0       |
| São Tomé and Príncipe            | 3         | 2         | 0       | 0        | 1      | 0       |
| Saudi Arabia                     | 9,255     | 8,587     | 381     | 126      | 108    | 53      |
| Senegal                          | 381       | 311       | 41      | 11       | 14     | 4       |
| Serbia                           | 28,062    | 24,675    | 2,125   | 397      | 827    | 38      |
| Seychelles                       | 190       | 164       | 7       | 1        | 16     | 2       |
| Sierra Leone                     | 63        | 46        | 5       | 7        | 5      | 0       |
| Singapore                        | 61,885    | 54,596    | 6,196   | 451      | 269    | 373     |
| Slovakia                         | 81,044    | 66,570    | 10,144  | 857      | 3,412  | 61      |
| Slovenia                         | 37,753    | 30,082    | 6,359   | 466      | 798    | 48      |
| Solomon Islands                  | 10        | 8         | 0       | 0        | 2      | 0       |
| Somalia                          | 54        | 45        | 6       | 0        | 3      | 0       |
| South Africa                     | 140,299   | 126,557   | 11,485  | 1,466    | 495    | 296     |
| South Korea                      | 98,034    | 84,468    | 9,283   | 2,237    | 1,590  | 456     |
| South Sudan                      | 57        | 30        | 24      | 1        | 2      | 0       |
| Spain                            | 386,145   | 340,290   | 33,175  | 4,308    | 7,795  | 577     |
| Sri Lanka                        | 4,063     | 3,664     | 231     | 102      | 53     | 13      |
| Sudan                            | 86        | 71        | 4       | 7        | 4      | 0       |
| Suriname                         | 74        | 65        | 4       | 0        | 5      | 0       |
| Sweden                           | 220,440   | 165,351   | 51,450  | 1,338    | 1,645  | 656     |
| Switzerland                      | 227,503   | 188,510   | 34,589  | 1,185    | 2,545  | 674     |
| Syria                            | 151       | 129       | 7       | 9        | 6      | 0       |
| Taiwan                           | 46,452    | 43,862    | 2,176   | 260      | 85     | 69      |
| Tajikistan                       | 84        | 40        | 12      | 11       | 21     | 0       |
| Tanzania                         | 1,856     | 1,590     | 125     | 65       | 75     | 1       |
| Thailand                         | 35,408    | 32,949    | 1,298   | 747      | 373    | 41      |
| Togo                             | 100       | 74        | 15      | 6        | 5      | 0       |
| Tonga                            | 8         | 8         | 0       | 0        | 0      | 0       |
| Trinidad and Tobago              | 238       | 197       | 18      | 7        | 16     | 0       |
| Tunisia                          | 3,211     | 2,453     | 557     | 70       | 116    | 15      |
| Turkey                           | 110,282   | 102,953   | 4,910   | 671      | 1,648  | 100     |
| Turkmenistan                     | 17        | 11        | 2       | 0        | 4      | 0       |
| Tuvalu                           | 1         | 1         | 0       | 0        | 0      | 0       |
| Uganda                           | 1,107     | 811       | 194     | 74       | 21     | 7       |
| Ukraine                          | 44,304    | 34,629    | 5,998   | 1,395    | 2,230  | 52      |
| United Arab Emirates             | 29,161    | 27,905    | 745     | 297      | 142    | 72      |
| United Kingdom                   | 1,125,286 | 922,567   | 171,349 | 21,960   | 6,698  | 2,712   |
| United States                    | 4,232,522 | 3,455,569 | 670,067 | 35,702   | 59,720 | 11,464  |
| Uruguay                          | 5,784     | 4,795     | 724     | 134      | 123    | 8       |
| Uzbekistan                       | 1,846     | 1,555     | 120     | 70       | 101    | 0       |
| Vanuatu                          | 31        | 28        | 3       | 0        | 0      | 0       |
| Venezuela                        | 2,135     | 1,871     | 146     | 62       | 56     | 0       |
| Vietnam                          | 47,773    | 45,867    | 1,249   | 313      | 281    | 63      |
| Yemen                            | 131       | 124       | 2       | 3        | 2      | 0       |
| Zambia                           | 526       | 441       | 38      | 29       | 16     | 2       |
| Zimbabwe                         | 742       | 665       | 29      | 25       | 22     | 1       |

## Organization by NACE code

| NACE Code                                                           | Count     | Percentage |
| ------------------------------------------------------------------- | --------- | ---------- |
| NACE N: Professional, scientific and technical activities           | 3,093,879 | 18.03%     |
| NACE G: Wholesale and retail trade                                  | 2,240,191 | 13.05%     |
| NACE C: Manufacturing                                               | 2,006,435 | 11.69%     |
| NACE R: Human health and social work activities                     | 1,440,340 | 8.39%      |
| NACE K: Telecommunication, IT, consulting & other info services     | 1,269,131 | 7.39%      |
| NACE F: Construction                                                | 1,173,226 | 6.84%      |
| NACE I: Accommodation and food service activities                   | 1,126,594 | 6.56%      |
| NACE S: Arts, sports and recreation                                 | 1,101,592 | 6.42%      |
| NACE Q: Education                                                   | 584,430   | 3.41%      |
| NACE J: Publishing, broadcasting, content production & distribution | 554,985   | 3.23%      |
| NACE M: Real estate activities                                      | 511,427   | 2.98%      |
| NACE T: Other service activities                                    | 502,111   | 2.93%      |
| NACE O: Administrative and support service activities               | 417,489   | 2.43%      |
| NACE L: Financial and insurance activities                          | 374,812   | 2.18%      |
| NACE H: Transportation and storage                                  | 313,925   | 1.83%      |
| NACE A: Agriculture, forestry and fishing                           | 161,092   | 0.94%      |
| NACE P: Public administration and defence                           | 139,775   | 0.81%      |
| NACE E: Water supply, waste management & remediation                | 98,100    | 0.57%      |
| NACE D: Electricity, gas, steam & air conditioning supply           | 34,997    | 0.20%      |
| NACE B: Mining and quarrying                                        | 17,420    | 0.10%      |
| NACE U: Households as employers / own use activities                | 44        | 0.00%      |
| NACE V: Extraterritorial organisations & bodies                     | 8         | 0.00%      |

## Organizations by size

| Organization Size       | Count     | Percentage |
| ----------------------- | --------- | ---------- |
| Small (10-49)           | 7,494,409 | 43.67%     |
| Micro (0-9)             | 7,341,838 | 42.78%     |
| Medium-sized (50-249)   | 1,501,655 | 8.75%      |
| Large enterprise (250+) | 824,126   | 4.80%      |