How reviews get your business named in ChatGPT

Yelp. The Axios report says ChatGPT surfaces Yelp reviews, ratings and photos in local answers, with Yelp branding and links. MarTech's coverage on July 28, 2026 adds that a Yelp "Request a Quote" feature is planned inside ChatGPT.

TripAdvisor. Peec AI's September 2026 study of ChatGPT's search traffic found TripAdvisor treated as a licensed local source alongside Yelp. OpenAI has not published that list.

Google. Peec AI's same study found Google Maps data reaching ChatGPT's local results. For Gemini the link is direct: Google's October 2025 announcement on grounding Gemini with Maps says it uses user ratings and user reviews as sources.

Star ratings in the answer. Near Media reported in December 2025 that ChatGPT's local results show business panels with a map and star ratings in the comparison section.

Your own site. BrightLocal's July 2025 test of AI search sources found business websites were the largest share of sources across every assistant it tested. Customer stories on your site are text an assistant reads.

Our reasoning: an assistant writes a sentence about you and needs material for it.

Reviews that say "great service" give it a star rating and little else. Reviews where customers describe the project, the place and the problem you solved give it words to match you to a request like "a contractor in Plano who handles historic renovations."

Google's Business Profile help says prominence, which affects local ranking, includes how many reviews you have. Detail you cannot manufacture, only make easy.

This is a habit, not a campaign.

1. Pick two platforms. Google for everyone, then Yelp, TripAdvisor or your trade's main review site, wherever your buyers look.
2. Create your Google review link or QR code. Google's Business Profile help describes creating one and suggests placing it on receipts, in thank-you emails, at the end of chat conversations and on a printed QR code in your space.
3. Ask every customer for a Google review at the same moment. The final walkthrough, the delivery, the last session. Ask everyone, not only the clients you expect to rave.
4. Ask an open question, and give no wording. "Would you write a few lines about what we did for you?" Never hand customers a draft, a template or keywords to include. Their words are what make the review useful.
5. Handle Yelp differently. MarTech's guide to Yelp for business owners reports that Yelp's support pages say businesses should not ask for reviews, and that Yelp's recommendation software filters reviews it judges unreliable. Claim your page, keep it accurate, link to it from your site, and let Yelp reviews come on their own.
6. Reply to every review within a week. Thank good ones specifically. Answer bad ones with facts and a way to reach you. Replies are public, and future buyers read them.
7. Publish customer stories on your site, with permission. Quote their own words, with name and company if they agree, and say what the project was. That turns a review into a page an assistant can cite.

Google's Business Profile help says offering incentives for reviews, like free or discounted goods or services, is fake engagement and is strictly prohibited. Reviews must reflect a real experience.

The Federal Trade Commission announced a final rule on August 14, 2024 that bans fake reviews, bans buying positive or negative reviews, and bans suppressing reviews based on their rating or negative sentiment.

So no paying or discounting for reviews, no staff or family posing as customers, no drafted reviews, and no hiding the bad ones.

Being named does not require a giant review count. The Williams Agency's site drew 163 sessions from ChatGPT against 155 from Google organic between August 7 and November 4, 2026 (Google Analytics 4), with $0 in ads. Over the 28 days to November 8, 2026, the count was 49 sessions from AI assistants and 41 from Google organic.

That came from the site: a page for each service, pages for the cities we serve, and articles that answer buyer questions. Reviews add the third-party voice a site cannot supply for itself. See our case study on The Williams Agency's own site.

In a GEO partnership we set up the review link and the ask, build customer-story pages from approved quotes, clean up listings on the platforms assistants read, and track what ChatGPT, Gemini, Perplexity and Google AI Overviews say your customers say. We never write, buy or incentivize reviews. GEO partnerships start at $5,000 a month. Read how our GEO partnerships run, or start from the AI search overview. To see what ChatGPT says about your reviews today, run prompt 8 from our two-minute ChatGPT test.

Send us your Google and Yelp links. We will tell you how your reviews read to an AI assistant and what we would build around them. Send them through our contact page or call 214-302-7194.