AI visibility for property & real estate

Property decisions start with research, and that research is moving to AI. "Best estate agent in Harrogate." "Who develops sustainable apartments in Manchester?" "Which letting agent handles student property near the university?" These are exactly the questions people now put to an AI engine.

Conductor found that 37% of consumers now start their searches with AI rather than Google (Conductor, 2025). For a high-value, high-trust purchase like property, that early answer shapes the whole shortlist. The engine names two or three firms, and those firms get the enquiry.

The engine builds its answer from your reviews, your portal listings, local news coverage, your team and area pages, and what nearby competitors look like in the same sources. It does not care how long your firm has traded. It cares what the evidence says right now.

Google AI Overviews now appear on the majority of searches, and Similarweb reports that 69% of Google searches end without a click (Similarweb, 2024). A prospective vendor can read the AI's verdict on local agents and never visit a single agency website. If your firm is not in that verdict, you are not in the running.

Property is unusual because the same firm serves very different buyers in the same patch. A vendor choosing a sales agent, a landlord choosing a managing agent, an investor choosing a commercial adviser and a tenant choosing a lettings team all ask the engine different questions. They use different words and weigh different signals. Your firm can be the obvious answer for one of these and invisible for the others, all within a single town.

The engines also lean heavily on recency and consistency. A firm whose name, branches and review profile line up across the major sources reads as solid. A firm with a stale directory entry, an old office address or reviews scattered under slightly different names reads as uncertain, and uncertainty rarely makes the shortlist. In a trust-driven purchase, that consistency is doing quiet work on every answer.

AI engines favour property firms that are visibly trusted, locally specific and consistent across the web. A name that appears with strong reviews, clear area expertise and coverage in credible local sources gets quoted. The Known & Cited framework scores this across three dimensions.

• AI Visibility (40%). How often the engines name your firm when someone asks for an agent, developer or adviser in your patch. We test by location, property type and service, from sales and lettings to new-build and commercial, and record where you appear and where a rival does instead.
• Source Quality (30%). Whether the evidence behind your name is strong. Genuine reviews, accurate portal and directory listings, local press coverage, awards and professional body memberships all carry weight. Thin or inconsistent listings hold you back.
• Narrative Fit (30%). Whether the story the engines tell matches your positioning. If you want to be known as the prime-market specialist but the web frames you as a high-street volume agent, the engine repeats the wrong frame and sends you the wrong enquiries. We measure that gap.

Property firms often win on local visibility but lose on narrative, or have great reviews that no engine connects to a specific service. We find which dimension is costing you enquiries and fix that first.

We run your firm through the three engines that matter: ChatGPT, Google AI Overviews and Perplexity. Each gets a sector prompt set written for property, covering location-led searches, property-type queries, service questions across sales, lettings, development and commercial, trust and review checks, and direct comparisons against named local competitors. We run these in structured research waves so the picture is repeatable.

Every result is scored 0 to 100 and placed in one of five bands: Ghost (0 to 10), Whisper (11 to 30), Emerging (31 to 50), Cited (51 to 75), and Known and Cited (76 to 100). The score breaks down across our 12-pillar framework, so you can see which areas and services you win and which a competitor owns. The full approach is set out on our methodology page.

This gives you a clear map of your local AI market: the prompts you win, the firms taking the answers you want, and the reviews, listings and coverage the engines trust. The work that follows is specific to your patch.

Because property is local, the comparison set matters as much as the score. A national average tells a Harrogate agent very little. What tells them something is knowing that for "best estate agent in Harrogate" two named rivals appear in every engine and they appear in none, and seeing exactly which sources those rivals are quoted from. That is the level we report at, so the plan that follows targets named competitors in named places rather than chasing a vague sense of being more visible. We also separate sales from lettings and commercial within each location, because a firm can lead the answer for sales in one town while a specialist rival owns lettings in the same streets. Reporting at that grain is what lets you defend the ground you hold and pick the battles worth fighting.

Every engagement starts with a free Exec Brief. We run a focused set of property prompts across the three engines, score you, place you in a band, and show the gap between your firm and the competitors winning your local answers. You see the real recommendations AI is giving buyers, tenants and investors in your area today.

The full AI Visibility Strategy goes further. You get a complete 0 to 100 score across all 12 pillars, a comparison against your chosen local rivals, a prioritised list of the reviews, listings and coverage that would lift your score, and a plan to change the answer. Cadence is bespoke: Annual, Bi-Annual or Quarterly research waves, all bespoke priced to the number of locations and services you want tracked.

What you get back is built for a property business, not a generic report. It names the towns and postcodes where you are losing the answer, the services where a rival has taken your ground, and the exact reviews, branch listings and local coverage that would move you up the band. Many firms find the quickest wins are tidy-up jobs: a mismatched office address, a review profile split across two listings, a service page that never made clear which areas it covers. Small fixes, real movement.

The Exec Brief is free and carries no obligation. Start here to see what AI says about your firm. If you would rather see a worked example first, visit see it in action.