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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

Which agencies in Madrid cut asking prices most

Find the Madrid agencies with the largest share of homes with a price cut, and check their cut asking prices against registered closing prices nearby.

Ask your assistant

Which agencies in Madrid have cut asking prices on the largest share of their homes, and by how much? For the top agency, are its cut prices now close to the registered closing prices of similar homes nearby?

Who it is for: Agencies watching competitors; lenders and investors reading where sellers are giving ground; portals preparing a market note.

Steps

  1. locations_search (Location Lookup, https://platform.casafari.com/mcp/locations): The location id of Madrid (Location Lookup, free).

    json
    {
      "query": "Madrid"
    }
  2. agencygraph_area_benchmark: Agencies with at least 20 homes, ranked by the share of their homes with a price cut, with the median size of a cut and overpricing at the start.

    json
    {
      "country": "ES",
      "location_id": 301,
      "sort": "price_cut_share",
      "min_properties": 20
    }
  3. property-sourcing_search: Homes in the same area and price band (Property Sourcing), to pick a few typical properties of the kind the top agency advertises.

  4. comparables-transactions_get_comparables: For each of those homes, comparable properties and registered closing prices nearby (Comparables with Transactions; registered prices for Spain and France), to see whether the cut asking prices are now near those registered prices.

What you get

Illustrative example: made-up agencies, ids and figures, not real data.

AgencyPropertiesHomes with a cutMedian cutOverpricing at the start
Example Pisos Retiro9537%-6.8%11.4%
Example Inmobiliaria Centro31027%-5.2%8.9%
Sample Realty Madrid24025%-4.1%6.3%

Notes

The share of homes with a cut (price_changes.cut_share) compares agencies of any size; agencygraph_screen_agencies filters by it too (min_price_cut_share) across up to 20 towns.

What it costs: agencygraph_area_benchmark 75 tokens per page of up to 25 rows (the first 100 agencies of a town); the other products' tools at their own prices (Pricing).

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