Crawlability.ai
INDUSTRIES — REAL ESTATE

“Which agency should I use?” is now a question for AI.

Buyers, sellers, and investors are asking AI to name agencies, developments, and platforms before they ever walk into an office — and getting a shortlist assembled from sources you don't control.

REAL-ESTATE PROMPTS · meridian-property.comChatGPT · Gemini · Claude · Perplexity
PROMPT · FIRMS NAMEDENGINESCITED SOURCES
best estate agents in [area]
Northwind HomesAcme & Co.Brightlabs Estates
CGClP
property-portal.io
local-agent-directory.com
top property developers for new builds
Sentinel DevelopmentsMeridian PropertyNorthwind Homes
CGClP
new-build-review.com
development-watch.io
most trusted commercial real estate firms
Compass CREAcme Commercial
CGClP
cre-directory.com
industry-review.io
Present on 1 of 12 prompt · engine slotsMOSTLY ABSENT

The shortlist forms before the first viewing.

Property has always been a trust business won on local reputation, referrals, and presence. But the modern process now opens with a private conversation between your prospect and an AI — one where three firms get named and the rest do not appear.

You won't see it in your enquiry log. You'll see it as a pipeline that quietly thins while your competitor's grows, with no explanation in any dashboard you own.

3 firms
on a typical AI-generated shortlist
0 enquiries
logged when you're left off it
4 engines
each naming a different set
WHAT BUYERS AND INVESTORS ASK AI

Where the decision starts.

Agency selection

“Best estate agents in [area].” “Who should I use to sell my house?” The shortlist moment.

Trust and legitimacy checks

“Is [firm] reputable?” Prospects verify you with AI before they'll make contact — including after a referral.

Development and project queries

“Best new developments in [city].” “Top build-to-rent projects.” Where developers get named, or don't.

Proptech and platform selection

“Best CRM for estate agents.” “Top property management platforms.” The B2B shortlist, built by AI.

WHY REAL ESTATE IS UNUSUALLY EXPOSED

The portals are the source. You're just a listing on them.

Property discovery is dominated by portals, directories, and review sites — and AI engines lean heavily on exactly those. Which means when a buyer asks which agency to trust, the answer is often assembled from a portal profile, a review aggregate, or a local roundup, not from your own site.

Local reputation compounds the problem. The trust you've built across a town, over years, in person, is exactly the kind of authority an AI engine cannot see. Firms with weaker track records but clearer, better-cited digital presence get named ahead of genuinely stronger ones.

01

Portals mediate everything

Engines cite the platforms, not your website. You're being described through someone else's profile of you.

02

Local reputation doesn't transfer

The trust you've earned in the community is invisible to a machine that has never been there.

03

Hyper-local specificity is unclaimed

“Best agent for [area / property type]” is a question most firms never answer clearly — and engines can only name what they can identify.

WHAT YOU MEASURE

Whether you're named, and who's deciding.

Local shortlist presence

Across the prompts buyers ask in your area and category, how often are you named — and on which engines?

Competing firms

Which agencies, developers, or platforms get named instead of you.

Cited sources

Which portals, directories, and review sites engines pull from — so you know where the answer is really made.

Description accuracy

How AI describes your firm, your specialisms, and your coverage area — and whether it's right.

DESCRIPTION ACCURACY · meridian-property.com
How each engine describes your firm today
4 ENGINES
CHATGPT
Accurate

Meridian Property is a residential and commercial agency covering central and greater metro areas, with a specialism in new-build developments.

GEMINI
Wrong area

Meridian Property is a residential estate agency serving the coastal region, known for family homes and lettings.

CLAUDE
Incomplete

Meridian Property is a residential estate agency operating across the metro area, focused on family homes and new-builds.

PERPLEXITY
Accurate

Meridian Property is a full-service agency covering residential, commercial, and new-build sales across the metro area.

2 accurate · 1 wrong coverage area · 1 missing commercial specialism

This won't replace local reputation. It protects it.

Property will keep being won on relationships, reputation, and being the firm people already trust. What's changed is that a referred prospect now checks you against an AI before picking up the phone — and a vague or absent answer can quietly undo an introduction you'd already earned. Measuring this isn't about replacing your local advantage. It's about not losing it to a machine that can't see it.

Questions property teams ask

Our business is local and referral-driven. Does AI visibility matter?

Increasingly, yes — because referred prospects now verify you against AI before making contact. A vague, wrong, or absent answer can undercut a strong referral without anyone telling you.

The portals dominate our category. Can we compete in AI answers?

You can be named alongside them — but you need to understand that engines are frequently citing the portals rather than your site. We show you exactly which sources are shaping the answer.

Does this cover developers and proptech, not just agencies?

Yes. Development projects get named in AI answers, and proptech buyers build vendor shortlists with AI exactly the way software buyers do.

AI describes our coverage area incorrectly. Can that be fixed?

Often, yes — it usually traces to unclear or outdated content, or a stale third-party profile. We identify which source is driving the error.

How do you decide which local prompts to measure?

We derive them from what AI engines already say about your category and area, rather than guessing from a generic keyword list.