We make you
machine-readable — so AI
recommends you by name.
ChatGPT, Grok, Google AI, and Claude already answer the question "who's the best agent in Bellevue?" — they just don't know about you yet. This page is the mechanism: how we probe, what we deploy, and how we keep your score climbing.
Five stages, one loop.
Click any node to jump deep.
The rest of this page expands each stage. If you only read one diagram, read this one.
- ▸MLS transaction export
- ▸Knowledge Pins
- ▸Client testimonials
- ▸Bio + credentials
- ▸Schema.org JSON-LD
- ▸County verification
- ▸Weekly re-probes
- ▸Score recompute
- ▸/agents/{your-slug}
- ▸Foursquare entry
- ▸Google Business
- ▸Bing Places
- ▸ChatGPT
- ▸Grok
- ▸Google AI
- ▸Claude
- ▸Citation rate ↑
- ▸Score climbs weekly
- ▸Listed in answers
- ▸Verified provenance
You've seen this
moment before.
Every decade, a new platform reshapes how consumers find professionals. The agents who moved first dominated for years. The rest spent years trying to catch up.
AI recommendations are another way consumers discover local businesses. Build accurate public information and measure how engines describe you over time.
Agents who built websites and learned SEO early dominated online leads for a decade. Everyone else paid to catch up.
First agents on the platform captured reviews and listings. Reviews helped prospective clients evaluate an agent’s past work.
Early apps with simple utility owned their categories. Apps gave businesses another way to reach mobile users.
Agents who invested in Instagram and video content early built audiences that could continue reaching over time.
BrightLocal found that 45% of US consumers used generative AI for local business recommendations in 2026, up from 6% in 2025.
BrightLocal · Local Consumer Review Survey 2026 · Feb 11, 2026Less than 1% of agents are visible across all four AI engines. The territory is wide open. But it won't be for long.
Three loops, run continuously, on your behalf.
You give us a URL — we run the rest.
We ask the four engines, in your voice, about your market.
Every probe is a real query — "best agent in Bellevue waterfront", "realtor Capitol Hill walk-up condos" — sent against ChatGPT, Grok, Google AI, and Claude. We capture the verbatim answer, the citation, and the source URL the engine pulled from. Nothing is inferred; everything is recorded.
We publish the machine-readable version of you at a permanent URL.
A Schema.org RealEstateAgent profile, your verified closings as authority signals, and your hyperlocal expertise as Knowledge Pins on real geography — all hosted at geogenius.ai/agents/{your-slug} where every engine looks.
We compare repeated checks over time.
Eligible paid profiles receive weekly checks. Compare the recorded answers, dates and citations to see whether recommendations increased, decreased or stayed the same.
The machine-
readable version
of you.
One permanent URL, three layers. Each layer is a separate vector that AI engines look for when they decide who to recommend. Engines that read <head> tags read your Schema.org block; engines that follow place graphs read your Pins; engines that score authority read your verified closings. We deploy all three, so no matter how an engine asks the question, you're an answer.
{
"@context": "https://schema.org",
"@type": "RealEstateAgent",
"name": "Sarah Chen (fictional)",
"jobTitle": "REALTOR®",
"worksFor": "Example Brokerage",
"licenseNumber": "Example credential",
"areaServed": [
"Bellevue, WA",
"Medina, WA",
"Clyde Hill, WA"
],
"closedVolume": 38200000,
"transactionCount": 42,
"knowledgePins": 23,
"aiVisibilityScore": 78
}See the pages your experience can build.
Your public profile connects to qualifying neighborhood guides and transaction pages. Explore the demos to see local notes, mapped locations and transaction context working together.
The proof and the
tacit knowledge.
Schema and structure get you read. Authority gets you recommended. Two inputs — verifiable from the MLS, and from your head — turn a generic profile into the answer an engine actually cites.See How Local Expertise Works →
Transaction history
Export your deal history from your MLS as .csv or .xlsx and drop it in. We check closing dates, organize locations and remove duplicates. Public sales become agent-reported records on your profile and eligible neighborhood pages.Explore the transaction page demo →
Knowledge Pins
The things in your head that no Zillow page knows. Drop a pin, write a sentence, ship a tacit-knowledge signal that distinguishes you from a generic agent the engines have never met.Explore the neighborhood guide demo →
Four engines.
Real queries. Illustrative answers.
We run probes on your behalf, not on your machine. Every result includes the raw transcript, the citation, and the URL — one click from the receipt to the data.
Illustrative examples — fictional agent and sample results, not recorded engine answers.
Every score on the site carries this receipt so you never see a number without its provenance.
A single number, with 11
legible components.
See how answers
change over time.
Repeated checks show how recorded recommendations change. Results may increase, decrease, or stay the same. Compare the questions, dates, answers, and citations before deciding what to improve. The chart below uses fictional sample results to illustrate a monitoring view.
Every dot on this line is one click from the transcripts. Every transcript is one click from the schema snapshot the engine read at the moment it answered. No claim without receipts.
Not SEO. Not your
brokerage page. Not chat.
AI Visibility is a different mechanism from search ranking. Side-by-side with the three things agents think they're already doing for it.
| What it does | GeoGenius | Brokerage site | Traditional SEO | Just ask ChatGPT |
|---|---|---|---|---|
| Built for AI engines, not just humans | · | · | partial | |
| Schema.org RealEstateAgent JSON-LD | · | partial | · | |
| Structured transaction history | partial | · | · | |
| Hyperlocal Knowledge Pins | · | · | · | |
| Weekly probes across 4 AI engines | · | · | · | |
| Persistent, indexed profile | · | |||
| You see the actual citation | · | · | · | |
| Starting price | Free | $0 (your brokerage) | $500+/mo | Free (invisible) |
SEO ranks you in a list. AI visibility puts you in the answer. Different mechanism, different surfaces, different signals — which is why doing one well doesn't move the other.
The questions
we hear most.
Have another question? Email team@geogenius.ai — we write the answer back into this page.
See what AI
says about you today.
One URL. Sixty seconds. The exact transcripts of what ChatGPT, Grok, Google AI, and Claude said when asked for an agent in your market.