Ask a friend where to get your car fixed and they might text you a name. Ask the internet the same question in 2026 and there's a good chance you won't be typing it into Google anymore. You'll be asking ChatGPT, Gemini or Perplexity, or reading the AI Overview at the top of a Google search. And when you do, one business gets named first, another gets mentioned as an alternative, and the rest, as you can probably guess, don't show up at all.
Most local businesses are in that last group right now. In this article I'll explain the thing that decides which group you end up in: AI visibility.
What does AI visibility mean?
If someone types "best physiotherapist near downtown, which one should I go to?" into ChatGPT and your clinic comes up, you have visibility. If the model lists three competitors and never mentions you, you don't.
You'll also see this called Generative Engine Optimization, or GEO. It's the practice of getting recommended by generative engines, the same way Search Engine Optimization is the practice of ranking in search engines. The term is still new, and a whole industry is forming around a problem most business owners haven't measured yet.
The part that should worry you
In the 48 US markets we measured, Google Maps and the AI assistants gave very different answers to the same question.
Google Maps returned about 97 businesses for a typical buyer query in the 48 US markets we measured, and the four AI assistants together named 12 of them.
Yes, you read that right. A Google Maps search that shows 97 businesses turned into AI answers that named 12. The other 85 are just missing, and if one of them is yours, that could put you in a hard spot in the coming months, because people are starting to do this kind of search inside a simple AI app instead of on a results page.
Put simply, Google gives you a map pack, ten organic links, ads, directories and review sites, so a business has a lot of ways to be found. An AI assistant does the opposite. It reads across many sources, settles on a short answer and names a handful of businesses. There's no page two, and the person asking may never learn you existed.
Why does AI leave most businesses out?
AI assistants don't know your business the way you know it. They put an answer together from the sources they've learned to trust: large review platforms, community threads, maps data and curated "best of" lists. When those sources agree that a competitor is a strong option, the model repeats it with confidence. When your business is thin or missing across those sources, the model has nothing to say about you, so it often says nothing.
A few patterns come up again and again when we scan local businesses:
- The business has a decent website but almost no presence on the review platforms and directories that AI answers actually cite.
- A competitor with hundreds of reviews gets named over and over, often because the model can read a lot about it, whether or not it's actually better.
- The business ranks fine in classic Google results, yet never appears in the AI Overview sitting right above those results.
That last one catches a lot of owners off guard. Ranking on Google and being recommended by AI are related, but they're not the same thing, and treating them as identical is one of the reasons owners assume they're covered when they aren't. I cover this difference in GEO vs SEO: What Local Businesses Need to Know in 2026, and I'd recommend reading that one next.
Why this isn't vanity
It's tempting to treat this as something to deal with later. But that's not how it works. When an AI names one plumber and skips another, it's making a recommendation, and people act on recommendations.
What I find most important here is that this builds on itself over time. The businesses that get named keep getting a bigger share, because customers then write reviews, posts and articles about those businesses, and that new content is exactly what the assistants read the next time someone asks. The ones that don't get named lose that demand without any drop in their old rankings to warn them.
AI visibility responds to the same things that make a business trustworthy in the first place, just written in a form machines can read: real reviews, an accurate and complete business profile, presence on the sources AI leans on, and structured information about who you are and what you do. None of that requires gaming anything. It requires being present where the models are looking.
Where should you start?
You don't need a strategy before you have a baseline. The first useful step is finding out what an AI actually says today when someone asks for a business like yours. Ask the exact question a customer would ask and read the answer. Are you in it? Are your competitors in it? Which business's name comes up most? What sources did the model seem to draw from?
You can do that in a couple of minutes with the free quick check tool, which asks a real assistant a "best in your city" style question and shows you whether your business shows up. If you want to test the way your own customers phrase things, you can also create your own questions with the prompt generator. From there, the work splits into two tracks: understanding the sources AI trusts so you know where to be present, and following the step-by-step playbook on how to get recommended by ChatGPT.
AI visibility is the new front door, and a lot of local businesses haven't checked whether theirs opens. LocalSeen.ai checks that on a schedule across ChatGPT, Claude, Gemini and Google AI Overviews and shows you why you're not named when a competitor is, so if you'd rather see the full picture than guess, start with a scan.