AI visibility for local service businesses
Short answer
Nobody outside the AI companies knows exactly how assistants pick which local businesses to name, and studies disagree on the details. A local service business can control the inputs the evidence points to: accurate and matching listings, real reviews, a correct profile and a website that states its services and towns clearly. None of that is a promise of being named, and we do not sell one.
How do AI assistants pick businesses to name?
Here is what is known. Two studies we opened looked at where AI answers about local businesses get their information. BrightLocal’s covered 60,970 checks across 1,355 business locations in the US, UK and Australia, using Google’s AI Overviews, Google’s AI Mode and ChatGPT. Across those three together, a business’s Google profile was the most cited single source, at roughly 28 to 29% of all citations, and cited for 94.17% of the locations. The same study says the Google profile “isn’t a top source” for ChatGPT on its own. It also found that about 93% of the cited domains were business websites.
The other, from Steady Demand, ran questions through Gemini and ChatGPT. In its September re-run, 49.6% of Gemini’s citations, about half, went to the business’s own website.
Here is what is not known. We have not found a statement from OpenAI explaining how ChatGPT chooses which businesses to name, so everything about ChatGPT’s choices is measured from outside. Almost all of the published studies come from companies that sell local-SEO or AI-tracking tools. Their methods differ and the AI products change often, so treat every percentage as a snapshot of one period, not a rule.
What do listings and reviews do?
The evidence says they are inputs, not switches. The BrightLocal study also found directories and review sites among the sources AI answers draw on, including BBB, which appeared as a cited source for 29.30% of the locations (397 of 1,355). Which sources an assistant uses varies by assistant and by type of business.
Reviews are where we are least sure. The Steady Demand study found that the businesses the assistants recommended had about the same number of reviews as the businesses a plain search returned (an average of 860 against 850, and a median of 307 against 311). It also found 91% of the recommended businesses were rated 4.5 stars or higher. One study in one period cannot tell you what holds in your town, and we do not claim that review count decides anything. We still ask for real reviews on Google and BBB, because customers read them whether or not an assistant does.
Local Falcon’s own guide puts the limit plainly: “no particular directory listing, review score, or number of mentions guarantees AI visibility.” You can read it here.
What does claiming a ChatGPT profile do and not do?
It lets you correct what ChatGPT shows about your business. It does not change how visible you are. OpenAI’s help article says: “Claiming a profile or disputing ownership doesn’t change its visibility in ChatGPT,” and that it “doesn’t guarantee increased visibility or give you direct control over ChatGPT’s independent recommendations.” OpenAI’s terms add that it may “create, maintain, and display a business listing” whether or not you claim it. The first two quotes come from OpenAI’s help article. We compare it with Google’s profile in ChatGPT business profile vs Google Business Profile.
Having strong reviews and a tidy listing is no guarantee either. Local Falcon also writes that “A business with strong reviews and optimized listing profiles can still be missing from the sources an AI relies on when it builds a local answer”.
What can a local service business actually control?
- Your listings. Keep your name, address or service area, phone, website and hours identical on Google, BBB and every directory you appear in. Google says “Businesses with complete and accurate info are more likely to show up in local search results” (Google’s tips). That sentence is about Google search, not AI assistants.
- Your reviews. Ask real customers for honest reviews on Google and BBB. Never buy or invent them.
- Your profiles. Complete your Google profile, and remember that Google says its profile information is compiled from several sources. If your business can be claimed, keep your ChatGPT profile accurate. OpenAI says its support team is unable to delete, unpublish, or hide a published profile as part of a business setup or ownership request, so check every field before you publish.
- Your website. State each service and each town you serve in plain text. Both studies we opened found that business websites make up a large share of what assistants cite.
If you want us to handle the ongoing upkeep, see setup and monthly care.
How can you check by hand, without breaking OpenAI’s terms?
Ask the way a customer would, in the normal ChatGPT app. Use three to five questions, for example “best [your trade] in [your town]” and “who can fix [a problem] near [your town]”. Note the date and the exact wording, and write down which businesses are named. Repeat on another day. Do not script it: OpenAI’s terms say you will not “extract data from” Businesses in ChatGPT, and we apply the same restraint to the consumer app. Our free check is run the same way, by a person, in small numbers.
Why do AI answers change every time?
The Steady Demand study repeated identical questions on the same day on Gemini (Google’s assistant, not ChatGPT) and found the citation lists overlapped by only 43.0%. A day later it was 42.7%. Rewording a question three ways gave 41.2%. It also found Gemini returned the same top business on repeat only 5.1% of the time, against 83.3% for Google’s local results.
That means one answer is a sample. If a business is named once, it may not be named on the next run, and one miss does not show you are invisible. That is why we report the share of mentions across repeated samples, never a single answer.