Mental Models for the AI EconomyWeb & AI Search
How ChatGPT and Google AI Decide Which Businesses to Recommend
AI assistants name the businesses they can describe most confidently. Where the answer comes from, the six signals recommended businesses share, a five-minute test, and what to fix first.
Short answer: when someone asks ChatGPT, Perplexity or Google's AI who to hire, the assistant recommends the businesses it can describe most confidently — the ones with clear, consistent, specific facts across their own website, their Google Business Profile, review sites and other trusted sources. Vague businesses get left out, not because they're worse, but because the AI can't vouch for them.
Where the answer comes from
AI assistants draw on two sources. The first is what the model learned in training — a broad, slightly out-of-date picture of the web. The second is live retrieval: many assistants now search the web while answering, read a handful of pages, and cite them. For local businesses, the second source matters most, and it's the one you can influence.
The signals that seem to matter
No AI company publishes its recommendation formula. But the businesses that get named consistently tend to share the same traits:
- They rank in normal search. Retrieval usually starts with a search, so a page that doesn't rank is rarely read.
- Their facts are specific. "Licensed, 24/7, 60-minute response, 4.9 stars from 300 reviews" is quotable. "Quality service you can trust" is not.
- Their facts agree everywhere. Same name, services and area on the website, the Google profile, Yelp and directories. Contradictions lower confidence.
- Others talk about them. Reviews, local press, association listings and mentions on sites the AI already trusts.
- Their pages answer questions directly. Question-shaped headings with the answer in the first two sentences are easy to lift and cite.
- The door is open. AI crawlers are allowed in robots.txt, and the content is in the HTML rather than hidden behind scripts.
A five-minute test
Ask ChatGPT, Perplexity and Google your customers' top three questions — "best [service] in [city]" and two specific ones. Note who gets named, then open their websites. You'll usually see the pattern above within a minute.
What to fix first
- Rewrite your homepage headline to name your service and city.
- Give each core service its own page with a short FAQ.
- Make your business details identical everywhere.
- Add LocalBusiness, Service and FAQ schema.
- Check robots.txt isn't blocking GPTBot, ClaudeBot or PerplexityBot.
That is the whole GEO playbook in one list. The optimized build does all of it, and the hero on the homepage shows the before and after.
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Performance marketing and search leader who builds — 15+ years in digital growth and product (AT&T/DirecTV, Microsoft, Employbridge, Site Impact), now running his own properties with AI. These essays are field notes from that loop: what AI actually changes about work, product, and the economics underneath. Based in South Florida.
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