How to Show Up in AI Search as a Local Business (ChatGPT, Gemini, AI Overviews)
A roofer called me in May. His nephew had typed “best roofer in [his town]” into ChatGPT and a competitor’s name came back. Not his. He wanted to know what the competitor was paying for.
Nothing, as far as I could tell. But the real question underneath — how do I get in there — has an answer, and it isn’t the one most of the internet is giving.
The internet’s answer is “optimize your Google Business Profile for AI.” The data says your Google Business Profile is one of your weaker AI levers. Winning the map pack and getting named by an AI are two different games, and there are now enough numbers on the table to prove it.
The demand is real. The visible supply isn’t.
BrightLocal surveyed 1,002 US consumers in March 2026: 45% had used an AI tool to find a local business in the past year, up from 6% the year before. ChatGPT leads at 31%, Google’s AI Mode at 23% (BrightLocal, 2026).
Now look at the other side of that market. SOCi’s 2026 Local Visibility Index ran 3.2 million AI queries against nearly 350,000 business locations and measured how often each one got recommended (Search Engine Land, Jan 2026).
| Surface | % of locations recommended | Business details correct | What grounds the answer |
|---|---|---|---|
| ChatGPT | 1.2% | 68% | The open web, plus Yelp data licensed from July 2026 |
| Perplexity | 7.4% | 68% | The open web, Yelp-heavy citations |
| Gemini | 11% | 100% | Google Maps |
| Google local 3-pack (for reference) | 35.9% | — | Google Maps |
Demand up 7.5x in a year, and somewhere between 89% and 99% of businesses are invisible on the surface where that demand landed. SOCi puts the gap at three to thirty times harder than ranking in traditional local search.
One honest caveat: SOCi measured multi-location brands with marketing teams. If they’re at 1.2% on ChatGPT, the single-location dentist down the road is not doing better.
Which is the opportunity, not the problem. Almost nobody has done a single deliberate thing here yet.
Winning the map pack does not get you the AI recommendation
Here’s the number that changed how I work. In SOCi’s retail data, only 45% of the top 20 brands by traditional local search visibility also appeared in the top 20 most recommended by AI. Less than half the overlap. Whatever earns the 3-pack is not what earns the recommendation.
The ranking factors say the same thing from the other direction. Whitespark’s 2026 Local Search Ranking Factors report put 47 local search experts through a two-hour survey scoring 187 factors, and for the first time scored AI search visibility as its own category (Whitespark, Nov 2025). The weights nearly invert:
| Signal | Local pack / Maps | AI search visibility |
|---|---|---|
| Google Business Profile | 32% | 12% |
| On-page (your website) | 15% | 24% |
| Reviews | 20% | 16% |
| Citations (name, address, phone listings) | 6% | 13% |
| Links | 8% | 13% |
| Behavioral | 9% | 4% |
(Thematic weightings as broken out by AdviceLocal.)
Read the first two rows. Your profile carries roughly a third of your map pack ranking and about an eighth of your AI visibility. Your website more than reverses that.
Your Google Business Profile wins the map. Your website, your listings, and other people’s pages win the machine. They are not the same job — and the advice that treats them as one is why businesses do the work and stay invisible.
I still rebuild the profile first, because the map pack is where this month’s calls are, and most profiles are half-built. But if you’re posting to GBP and expecting ChatGPT to notice, you’re pulling the wrong lever.
Where the answer actually comes from
Yext analysed 6.8 million citations across 1.6 million AI responses from OpenAI, Gemini and Perplexity between July and August 2025. The split: first-party websites 44%, listings 42%, reviews and social 8%, news and forums 6%. Reddit — the platform everyone panics about — was 2% (Yext, Oct 2025).
So 86% of what AI cites sits on pages you either own or can claim. That’s unusually good news. (Their industries were retail, finance, healthcare and food service — not roofing — so treat it as direction, not gospel.)
For local queries, one directory dominates. Foundation analysed citations across 28 million AI responses to local business queries in Q4 2025, comparing six local discovery platforms. Within that set, Yelp took 72.5% of Google AI Mode’s citations and 62.1% of Perplexity’s — a 4.9x lead over the next platform. BBB and Angi were distant seconds (Foundation, Jun 2026).
Then on 23 July 2026, Yelp licensed its reviews, ratings, photos and Request a Quote flow directly to OpenAI (Search Engine Land).
If you’ve been ignoring Yelp because your customers don’t use it: your customers’ AI does.
And then the factor I genuinely did not expect. Of all 187 factors Whitespark’s panel scored, the single highest-rated one for AI visibility was “Presence of Business on Expert Curated Best of and Similar Lists.” Not schema. Not posting. The “10 best HVAC companies in Tulsa” roundups. Second place: “Dedicated Page for Each Service.”
That reframes the whole job. Getting into local roundups and building a real page per service outranks every clever technical tweak on the list.
One in three ChatGPT answers about a local business is wrong
This is the part almost nobody writes about, and it’s the most fixable thing here.
SOCi measured whether the business details in AI answers were actually correct: 68% accurate on ChatGPT and Perplexity, 100% on Gemini — because Gemini is grounded in Google Maps.
So about a third of the time ChatGPT names a business, something in the answer is wrong. Hours. Address. Phone. If that’s you, you’re being recommended and losing the call anyway. Someone drives to the address you left in 2021, or calls a number you disconnected, or shows up at 6pm because ChatGPT said you were open.
That’s a citations problem, and it’s why citations carry 13% of AI weight against 6% for the map pack. A stale suite number on a forgotten directory barely dented your map ranking. Fed to a model that cross-references you across a dozen sources, it becomes either a wrong answer or a reason to name someone else.
Go ask ChatGPT about your own business right now, and check every detail it hands back. Most owners have never done this once.
What to do this week
In order, cheapest first.
- Audit your own answer. Ask ChatGPT, Gemini and Google AI Mode three things: “best [your service] in [your city]”, “[your business name] hours and phone number”, and “who should I call for [the emergency version of your service] in [your city]”. Write down who gets named and every detail they got wrong about you. Twenty minutes, and it’s your baseline.
- Claim Bing Places and Apple Business Connect. Free, ten minutes each, and they feed assistants Google doesn’t own. Most businesses in your market have neither.
- Fix Yelp before the rest. Given the citation data and the OpenAI deal, Yelp is now the highest-leverage listing you don’t own. Claim it, correct it, make it match your Google profile character for character. Then Apple Maps, BBB, and your industry directories.
- Build one real page per service. Not one page listing eight services — a furnace repair page, an AC install page, an emergency page. It’s the second-highest-scored AI factor and the same work that wins organic, which is why it moves both for my HVAC and dental clients.
- Get onto one “best of” list. Find the “best [your trade] in [your city]” roundups that already rank, and email whoever wrote them. Local news, city blogs, regional association pages. One placement, one email — the highest-scored AI factor on the list, and hardly anyone pursues it on purpose.
- Keep asking for reviews. Reviews are 16% of AI visibility, and the authority of the sites carrying them is a separately scored factor. Same reviews engine that wins the map, doing double duty.
Nothing on that list is exotic. That’s the finding.
Two things I won’t tell you
The Foursquare number. You’ll see it everywhere: 60–70% of ChatGPT’s local business names supposedly come from Foursquare, on the back of a December 2024 OpenAI partnership. I went looking for the source. I couldn’t find that figure published by OpenAI or by Foursquare — only agencies citing each other. Claim your Foursquare listing anyway; it takes ten minutes and costs nothing. Just don’t build a strategy on a number nobody has shown their work for.
That I can rank-track this. Nobody can. AI answers shift by user, location, session and model version. There’s no position 3 to defend. What you can do is run the same set of prompts every month and count how often you get named. That’s a trend line, not a ranking — and selling it as a ranking is how agencies produce reports that mean nothing.
Google is blunt about the technical side too. Its own documentation states there are “no additional requirements to appear in AI Overviews or AI Mode, nor other special optimizations necessary,” and no special structured data to add (Google Search Central). Anyone selling you an AI-specific technical package is selling you something Google says does not exist.
AI Overviews are not eating local search yet
Owners see the AI answer sitting on top of Google and assume the clicks are gone. For informational searches, partly true: Pew tracked the real browsing of over 900 US adults in March 2025 and found they clicked a search result on 8% of visits where an AI summary appeared, against 15% where none did (Pew Research Center).
Local intent behaves differently. Ahrefs analysed 146 million SERPs in September 2025 and found AI Overviews on 7.9% of local searches, against a 20.5% base rate across all keywords (Ahrefs). Search “emergency dentist near me” and Google still mostly shows you the map and the three listings.
Your local pack ranking is not going anywhere this year. AI is a second front, not a replacement.
Getting named is the start of the sale, not the end
One last number, and it’s the one that should settle you down.
Among BrightLocal’s AI users, 88% verify what the AI told them or check its sources, and 97% at least sometimes cross-check against real reviews.
The AI doesn’t close. It shortlists. Then the customer opens a new tab and looks you up the way they always did — and at that point your reviews, your photos and your profile decide it. Which is why I don’t sell AI visibility as a separate product with a separate invoice. It’s the same foundation, read by a stricter reader.
Where to start
If you do one thing this week, ask ChatGPT about your own business and write down what it gets wrong. That one exercise tells you which of the six steps above is actually your bottleneck — and it’s usually not the one you expected.
If you’d rather not guess, that’s the AI visibility work, and it runs alongside the profile rebuild that still wins the map. Book a free call and I’ll run those prompts live against your business and your three closest competitors, then tell you plainly which of them the machines already like better than you — and why.