# Narrow Lookalike Company Results by Firmographics

> The find_similar_companies MCP tool now accepts boolean filter parameters for revenue range, country, industry, and employee range, so AI agents can scope lookalike results to exactly the firmographic profile that matters for a given workflow. A territory expansion agent can now return only mid-market lookalikes in a specific country; a prospecting workflow can restrict results to companies of a similar size in the same industry. Page size is also now configurable. The find_similar_contacts tool is not affected.


**Date:** 2026-07-21  
**Source:** https://gtm.ai/releases/mcp-find-similar-companies-filters

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