The short answer
ChatGPT doesn’t rank businesses. For each question it searches the web, Google Maps data and review sites like Yelp and Tripadvisor, and names the few businesses those sources describe clearly and consistently. If it doesn’t name yours, the usual reasons are that AI can’t read your site, your site doesn’t say what you do and where, or the sites it trusts don’t mention you.
How does ChatGPT decide which businesses to recommend?
ChatGPT doesn’t keep a ranking of businesses. When someone asks “best family dentist in Austin”, it searches the web, reads what it finds, and writes a short answer that names a few businesses. So “ranking in ChatGPT” really means being one of the businesses it finds, trusts and names for the questions your customers ask.
Where does it search? An investigation by Peec AI in September 2026 found that ChatGPT combines several sources:
- OpenAI’s own index, built by its crawler OAI-SearchBot.
- Google results and Google Maps listings, collected through third-party providers.
- Licensed local data from Yelp and Tripadvisor: reviews, ratings, photos and business details.
- Business websites and Facebook pages.
It then picks the businesses that are described clearly, consistently and often in those sources, for that exact question. There’s no form to submit your business, and you can’t pay for a place in the answer: OpenAI says the ads it now shows in some countries are labelled as sponsored and “do not influence the answers ChatGPT gives you”.
How often does ChatGPT name local businesses?
Less often than most owners think. In October 2026 we asked ChatGPT 959 customer questions about 97 local businesses in ten cities, ten questions each. Many of them are well known in their city.
| Industry | Answers that named the business | Average UP Score |
|---|---|---|
| Restaurants | 63% | 56 |
| Cafés | 63% | 54 |
| Hotels | 54% | 48 |
| Gyms | 40% | 39 |
| Law firms | 38% | 33 |
| Dental clinics | 23% | 23 |
| Real estate agencies | 22% | 19 |
The kind of business matters most. Restaurants, cafés and hotels were named in about six answers out of ten. Dental clinics were named in fewer than one in four, and 5 of the 9 clinics we checked were never named at all.
These numbers come from one AI (ChatGPT’s models with web search, through the API), English questions and one run per business. Read them as a picture of the gap, not as your score.
7 reasons ChatGPT doesn’t recommend your business
Usually it’s one or two of these. The middle column is how to tell whether it applies to you.
| Reason | How to tell | What to fix first |
|---|---|---|
| 1. AI can’t read your website | Your robots.txt or firewall blocks OAI-SearchBot or other AI search crawlers | Allow AI search crawlers. Test it with the AI crawler checker. |
| 2. Your site doesn’t say what you do and where | Your services and city are in images, a menu PDF or a script, not in plain text on the page | One page per main service, with the service and city in the heading and first lines |
| 3. The sites ChatGPT reads don’t mention you | Ask ChatGPT your customers’ questions and look at the sources it cites. Are you on them? | Get listed on the guides, directories and review sites it cites for your city |
| 4. Your facts don’t match across the web | Your name, address, phone or hours differ between your site, Google Maps, Yelp or Tripadvisor | Make every listing say the same thing, starting with Google Business Profile |
| 5. You’re not the answer to that question | You’re named for “best dentist” but not for “emergency dentist open Saturday” | Say on your site, in words, that you offer it, and for whom |
| 6. Competitors have more recent, more detailed reviews | The businesses named instead have more reviews that mention the service you’re asked about | Ask happy customers for reviews on the sites AI uses for your industry |
| 7. It’s chance, or the wording | You’re named in some runs or some questions and not in others | Don’t judge from one answer. Check 10 or more questions, more than once |
The last one matters more than it seems. In an October 2026 field test of 12 local questions, ChatGPT, Claude, Gemini and Perplexity never once put the same business first, and when the same questions were asked again, about one business in five dropped out of the answer.
Why ChatGPT can use your website and still recommend someone else
In one of our first checks, a London dental clinic’s own website was the source ChatGPT used to explain how braces work. The answer then recommended three other clinics.
This happens when your website explains a topic well but doesn’t make it clear that you are a good choice for it, in that city. The fix is small: on the page AI already uses, say plainly that you offer the treatment, where, for whom, and what makes you different. Your stuckUP report flags these “cited but not named” answers.
How to rank in ChatGPT: what to do this month
In this order, because each step depends on the one before:
- Find out where you stand. Ask 10 questions your customers ask, in a private window, or run a free check. Note who’s named instead and which sites are cited.
- Open the door. Make sure OAI-SearchBot and other AI search crawlers can read your site. Which bots to allow.
- Say it in words. Each main service gets a page that says what it is, where you offer it, who it’s for, prices or price ranges, and opening hours.
- Fix your listings. Google Business Profile first, then Yelp, Tripadvisor, Apple Maps and Bing Places, as far as they apply to your business. Same name, address, phone and hours everywhere.
- Get onto the sources AI cites. Use the cited sources from step 1: local guides, “best of” lists, industry directories. Ask to be included; that’s how they get updated.
- Collect detailed reviews. Ask customers to mention the service and what they liked. Never buy or fake reviews: it breaks the review sites’ rules and can get your listing removed.
- Check again in 4–6 weeks. Sites need to be crawled again before answers change. Compare the same questions, and judge the trend, not one answer.
For the longer version, with examples, see the GEO guide and the guide for your industry.
What won’t help
- Paying for ads or “AI SEO packages” that promise a ranking. Nobody can guarantee what an AI answer says.
- Adding an llms.txt file and stopping there. It’s cheap to add, but there’s no evidence ChatGPT uses it to choose businesses. What the evidence says.
- Stuffing “best dentist in Austin” into every page. AI reads what you actually say about your services; repeated phrases add nothing.
- Mass-produced pages and fake reviews. Search engines and review sites remove them, and they take your good listings with them.
Questions
Can I pay ChatGPT to recommend my business?
No. There's no way to submit your business or buy a place in ChatGPT's answers. OpenAI shows ads in some countries, but they're labelled as sponsored, kept apart from the answer, and OpenAI says they don't influence what the answer recommends.
If I rank well on Google, will ChatGPT recommend me?
It helps, but it isn't enough. ChatGPT uses Google results and Maps data among other sources. In one October 2026 test, 31% of the businesses ChatGPT recommended were in Google's top three map results for the same search, so most of its picks came from elsewhere.
Why does ChatGPT give a different answer every time I ask?
Each answer is written fresh from a new web search, so the businesses named can change between runs and between small changes in wording. That's why you should check many questions and compare over weeks, not react to one answer.
How long does it take before ChatGPT starts recommending my business?
There's no fixed time. Changes to your website and listings need to be crawled again before answers can change, which usually takes weeks. Check the same questions again after 4 to 6 weeks.
Does ChatGPT use Google reviews?
ChatGPT can see information from Google Maps listings through its search providers, and it licenses reviews and ratings from Yelp and Tripadvisor. How much each review site counts isn't published, so keep your profiles accurate on all the ones your customers use.
Sources
- stuckUP: AI Visibility Index, October 2026, our data: 97 businesses, 959 answers
- stuckUP: How we measure AI visibility, what the UP Score measures, and its limits
- Peec AI: ChatGPT search result providers (September 2026), where ChatGPT gets its local results
- Search Engine Land: the OpenAI and Yelp deal
- Ryan Doser: Does ChatGPT recommend local businesses? Field test (October 2026), 250 recommendations, 4 assistants
- OpenAI: Testing ads in ChatGPT
- OpenAI: Overview of OpenAI crawlers
Narek Nikoghosyan · Founder and CEO
Narek Nikoghosyan is the founder and CEO of stuckUP, the AI visibility checker for local businesses.