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Casafari is the AI agent-native real estate data intelligence platform. The most complete property index in Europe: a deduplicated, cleaned property graph of residential and commercial property, for sale and for rent, in 16 countries.The most complete property index in Europe: a deduplicated, cleaned property graph.

How the graph is built

Claro AI · Use cases

Generate a brief from a file

For Expansion and Site Selection Manager. Use brief_from_file to upload a file and parse it into structured requirements for your Claro search, streamlining your expansion process.

How do I extract search requirements from a document?

MCP tool: brief_from_file (REST: POST /v1/claro/brief/file)

Extracting brief requirements

Instead of manual entry, upload your requirements file (PDF, DOCX, etc.) using POST /v1/claro/brief/file. This parses requirements into a structure you can use for searching.

json
POST /v1/claro/brief/file
Authorization: Bearer $CASAFARI_API_KEY
{
  "content_base64": "...",
  "media_type": "application/pdf",
  "filename": "requirements.pdf"
}

You get back the structured brief, which you then pass to search_premises to start your search. The file is never stored.

Tip: add .md to any URL to read it as Markdown.