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The Search API matches a company name to its domain, with typeahead autocomplete or exact matching, across tens of millions of companies. It takes a secret key and works on every plan, including free.
The response is an array of matches, and each one includes a ready-to-use logo_url. The first two results for sweetgreen:

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Parameters

Three query parameters shape a search:
  • q (required): the brand name to search for.
  • strategy: suggest (the default) favors popular prefix matches, best for typeahead. match favors exact name matches, with the closest result first.
  • is_profane: set to false to drop brands flagged as potentially inappropriate.
To rank exact name matches ahead of autocomplete suggestions, set strategy=match:
See the full parameters and response in the Search brands reference, and errors and status codes for handling failed calls. Choosing between the REST APIs? The API reference introduction compares them.