API Documentation
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GET/api/v1/companies/:domain/similar

Similar

companiesAvailable on FreeNo success wrapper

Returns companies similar to the given company, ranked by cosine similarity, along with the source company and metadata about the result set. Use it to find comparable or related companies from a known domain. Fails with 404 if the company does not exist or has no similarity data available yet, 400 for invalid query parameters, and 503 if similarity search is temporarily unavailable.

When to use it

  • Find companies similar to a known company
  • Discover comparable businesses by domain
  • Expand a company list with lookalikes

Getting started

Base URL

https://app.caelrith.com/api/v1/tools

Authentication

Include your API key in the x-api-key header.

Rate limit

Every call counts against your workspace’s daily quota for company-similar. Exceeding it returns HTTP 429.

Plans and daily limits

PlanAvailableCalls / day
freeyes10
proyes200
custom (default)yes10,000

Plan defaults. A custom workspace may carry per-tenant overrides.

Parameters

Path parameters

ParameterTypeRequiredDescription
domain(path)stringYesCompany domain used to identify the source company.

Query parameters

ParameterTypeRequiredDescription
limitnumberNoMaximum number of similar companies to return. (range 1-50; default 10)
Range: 1 to 50
min_similaritynumberNoMinimum cosine similarity a company must reach to be included. (range -1-1)
Range: -1 to 1
sectorstringNoRestrict results to companies in this sector.
countrystringNoRestrict results to companies in this country.
statusstringNoRestrict results to companies with this status.
include_embeddingbooleanNoWhen true, include each result's similarity vector in the response.

Example request

curl -H "x-api-key: YOUR_API_KEY" \
  "https://app.caelrith.com/api/v1/companies/{domain}/similar"

Response envelope

This endpoint returns an implicit 2xx response - there is no success flag in the body.

{
  "data": { /* payload */ },
  "meta": { /* pagination, totals */ }
}

// No "success" flag on this endpoint - any 2xx JSON is a success.

Catalog version mcp-2026-10-28 · generated from the live MCP catalog