AgencyGraph maps every real estate agency in a country from the homes it advertises on portals and on its own website. Each home is counted once, followed through its price changes, and given a value in euros. Ask it from your AI assistant or call it from your code.
One question to your assistant returns a ranked sheet like this one: every agency of a town with the five measures, your own row highlighted. The rows below show the format. Run it on your own town for real figures.
| Agency | Homes for sale | Portfolio value | Share of town | New this quarter | Price cuts | Overpricing at start | Median days on market |
|---|---|---|---|---|---|---|---|
| 1Agency Aoffice of a national network | 312 | €148.6M | +64 | 18% | +9% | 74 | |
| 2Agency Bindependent | 241 | €131.2M | +51 | 12% | +6% | 61 | |
| 3Agency Cindependent | 187 | €96.4M | +38 | 27% | +14% | 98 | |
| 4Agency Doffice of an international network | 166 | €112.9M | +29 | 15% | +8% | 83 | |
| 5Agency Eindependent | 139 | €58.7M | −6 | 31% | +17% | 121 |
Third by homes for sale, but 27% of its homes had a price cut against 12–18% for the two agencies ahead.
Its homes start 14% above the town's median price per m², and sit 98 days on the market against 61–74 days for the two agencies ahead.
"Which property types drive the gap?" A profile call (50 tokens) splits every measure by apartments and houses.
Six more sample reports with real figures from Spain and Portugal: see them all. A home two agencies both advertise counts for each of them, so shares can add up to more than 100%. Agencies with fewer than 5 homes show their count without figures. AgencyGraph names firms, never individual agents.
Each one is given for all homes, for apartments and for houses, with the agency's rank and percentile among the town's agencies.
The homes it has for sale and their asking value: total, mean and median.
€ · homesHomes newly put on the market and homes withdrawn, quarter by quarter.
homes per quarterHow many of its homes had their price cut or raised, and by how much.
% of homes · median changeHow far first asking prices per m² start above the town's median.
% above median €/m²Days its homes stay on the market: minimum, maximum, median and mean.
daysEach tool is also a REST endpoint under /v1/agencygraph. Prices are in tokens at €0.04 each on prepaid credits. Finding an agency, a place or your balance is free. Every tool only reads data.
locations_searchlocation_id every other tool takes.agencygraph_resolve_agencyagencygraph_coverageagencygraph_country_coverageagencygraph_agency_profileagencygraph_territoryagencygraph_changesagencygraph_area_benchmarkagencygraph_market_shareagencygraph_screen_agenciesagencygraph_networkPOST /v1/agencygraph/{country}/datasets/…Country licenceEach card ends with a prompt you can paste into Claude, Cursor or any MCP client once the AgencyGraph connector is added.
"Show me where I stand in my town and what I should fix."
Rank the real estate agencies in Málaga by homes for sale, with their price cuts and median days on market, and show where my agency sits.
Town benchmark, agency profile · with Area Insights See the sample report →"Win this mandate: prove to the seller we price right and sell fast."
Compare my agency's overpricing at start and time on market in Cascais with the five agencies that hold the most homes there.
Agency profile, market share · with Comparables See the sample report →"Find the independent agencies worth recruiting in these towns."
Find independent agencies in Valencia province with 30 to 150 homes for sale that grew this quarter and cut prices less than the town's median.
Screening, territory, network view See the sample report →"Where are we strong, where are the gaps, who are we losing to?"
Show our network's offices in Lisbon district next to the agencies that hold the most homes in each of those towns.
Network, market share, territory See the sample report →"Show me which agencies need what I sell, and how big they are."
List agencies in Porto with more than 50 homes for sale whose homes stay on the market longer than the town's median.
Screening, city datasets See the sample report →"Which agency should sell our homes in this town?"
Which agencies in Marbella sell houses fastest, with the least overpricing at start, among those with at least 40 homes for sale?
Benchmark, screening · with Comparables, Area Insights See the sample report →Everything marked live is in the product now. Coming items are built and checked on Spain and Portugal and join the same tools at no extra price. No dates are promised.
Five measures per agency, town and property type, rebuilt weekly.
Market share and rank in every town, by property type.
Networks and offices: every office of a franchise, side by side.
Screening and weekly changes for prospect lists and watchlists.
City datasets on the API, refreshed each quarter for a year.
Tech stack: the CRM and website vendor each agency runs.
MLS membership: member, likely or not, with the evidence.
Specialisation: luxury, new builds, rentals, commercial, foreign buyers.
Listing quality and exclusivity: photos, energy certificates, hidden prices, homes only one agency has.
SEO, AEO and AI visibility: how easily Google and AI assistants find and name each agency. In 150 Spanish and Portuguese towns, only about 7–13% of the sources AI assistants cite are an agency's own website.
Confirmed sales, checked against notary and register data. Today AgencyGraph gives no sales counts.
Online presence: Google profile and rating, ads, social profiles.
Each country goes live once its weekly build passes the same checks Spain and Portugal passed.
Sign in at platform.casafari.com. New accounts get a free 30-day trial with 1,000 tokens.
In Claude, open Settings → Connectors → Add custom connector and paste https://platform.casafari.com/mcp/agencygraph. Sign in with the same Casafari account when asked. Cursor and other MCP clients take the same address.
Ask: "Rank the real estate agencies in Lisbon by homes for sale." Or call the API with a key from the console:
curl -H "Authorization: Bearer $CASAFARI_API_KEY" \ "https://platform.casafari.com/v1/agencygraph/es/agencies?q=your+agency"