Who AI engines cite on real estate queries

For "homes for sale in" and "median home price in" questions, AI answers draw mostly on the national portals, Zillow, Realtor.com, Redfin, Homes.com, and Trulia, along with local MLS and association market reports. The exact mix varies by engine and city and shifts over time, which is why we measure it per audit rather than publish a fixed ranking. The reason is structural: portals hold every listing in one consistent format, refreshed constantly, so they are the easiest place for a retrieval system to ground an inventory answer.

An independent agent should not try to out-portal the portals. The citations an agent can win are on questions portals answer poorly: what it is like to live in a specific neighborhood, how a local market is actually behaving this quarter and why, how to choose a listing agent in a given town, and what sellers in a particular subdivision should fix before listing. Those answers come from agent pages that are specific, current, signed by a licensed agent, and attached to an entity the engine can verify through the state license lookup, portal agent profiles, the brokerage, and a Google Business Profile with steady reviews.

The portals are also corroboration. A complete, consistent agent profile on each portal reinforces the agent entity rather than competing with it. Our audit shows which sources each engine uses for your market and where your pages fall short.