ChatGPT recommends local businesses by searching the web and reading what it finds: your Google Business Profile, Yelp and the Better Business Bureau, review sites, and your own website. It names businesses whose facts are consistent across those sources and whose pages answer the exact question the customer asked. It does not read advertising, and it does not take submissions.
So the work is: make your facts identical everywhere, give your site a page per question customers ask, earn and answer reviews on the sites it cites, and measure whether the answers change. In our weekly measurements of 3,778 AI answers across 20 local trade markets, the most-named business in a trade typically appears in a fifth to a half of the answers, never all of them.
Every week we put buyers' questions for 20 local trade markets in three metros to ChatGPT, Gemini, Perplexity, Claude, Google's AI Overviews and Google's AI Mode and count which businesses get named. The latest window: 3,778 AI answers read, 409 businesses named, 35 days, computed 3 November 2026. The most-named cremation provider in Tampa Bay appeared in 52% of 181 answers (95% range 45–59%); the most-named excavation company in Charlottesville in 20% of 209 answers. Nobody is named in every answer. The method and every number are public on the AI Market Index. Method: each question is asked repeatedly on every engine; a business counts as named when its name appears in the answer text or its domain in the cited sources; a failed read is excluded, never counted as a miss; every count is n of N with its date.
| Source the engines read | What moves the answer | Typical fix |
|---|---|---|
| Your website | A page that answers the exact question; readable facts | One answer page per question; structured business facts |
| Google Business Profile and Maps pages | Complete, claimed, consistent | Fill every field, add photos, match hours |
| Yelp, BBB, trade directories | Presence and accuracy | Claim, correct, respond to reviews |
| Review text | The words customers use | Ask for reviews that mention the service and town |
| Duplicate or old sites | Split or stale citations | 301-redirect old copies to the live site |
The explainer, with the counts on screen: how the assistants decide, what they cite, and the five things that move the answer. Narration is a generated voice; the numbers are ours.
Indirectly: ChatGPT's search reads pages on the web, and your profile's facts appear on Google Maps pages and on sites that syndicate them. Keep it complete and claimed.
No. There is no paid placement in ChatGPT answers. Anyone selling 'guaranteed ChatGPT recommendations' is selling something that does not exist.
At least ten runs per question. Answers vary run to run; a single run tells you almost nothing. We report counts with a 95% confidence range.
Find the source it cited and correct it there; the next read fixes the answer. Our Fact Audit does exactly that, with timestamps.
Run the free AI-visibility scan for one pass on your business. For the counted baseline across all six engines, the Visibility Sprint is $1,500 one time, credited in full if you start a managed plan within thirty days. Self-serve measurement starts at $49 a month. Managed plans start at $2,950 a month, by application. No plan promises rankings or placement; nobody controls what an AI model says, and we say so.
By Daley Adams, Founder, ASN Intelligence LLC. Updated 5 November 2026.