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unlob
GET

/dossier

A one-hop brief on an entity: where it is mentioned, which hosts cover it, and which entities co-occur with it.

Building a picture of an entity by hand means running roughly ten searches and merging the results yourself, in context, expensively. Dossier is that operation as a single call.

It returns mention counts, the hosts that carry them ranked by authority, and the entities that appear alongside — which is usually where the next question comes from.

Request

GET /dossierbash
curl -H "x-api-key: $UNLOB_API_KEY" \
  "https://api.unlob.com/dossier?entity=Common+Crawl"
ParameterTypeDescription
entityrequiredstringThe entity name.
limitinteger

default: 10

Maximum mentions, sources and related entities.

Response

{ entity, mentions, top_sources: [host, count][], related_entities: [entity, count][] }

From an agent

This endpoint is also exposed as the MCP tool dossier, so an agent can call it without any HTTP code.

mcp: dossierjson
// Give me a brief on this company.
{ "entity": "Common Crawl", "limit": 10 }

Try this endpoint

Every endpoint is available on the free tier. Get a key and run the example above unchanged.