> ## Documentation Index
> Fetch the complete documentation index at: https://docs.istari.ai/llms.txt
> Use this file to discover all available pages before exploring further.

# 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 src="https://mintcdn.com/istariai/2ZGVqXOVghYWAp1Q/images/goi_similarity_search.png?fit=max&auto=format&n=2ZGVqXOVghYWAp1Q&q=85&s=00085f7026b71b8bc35d86b3ecd0478d" alt="" width="1912" height="903" data-path="images/goi_similarity_search.png" />
</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.
