A customer looking for a plumber used to get ten blue links and pick one. Now a growing number of them type the question into ChatGPT and get three names.
If you’re not one of the three, there’s no page two to be on.
We wrote recently about what makes your own website legible to AI. This is the other half of the problem: everything AI reads about you that isn’t on your site.
How often this is actually happening
Enough to matter, and the growth is steep. BrightLocal’s 2026 survey found 45% of consumers used an AI tool for local business recommendations, up from 6% the year before. ChatGPT leads at 31% of consumers, with Google’s AI Mode at 23%.
The share who trust what they get back is higher than you’d expect. Among people using these tools, 63% say they trust AI recommendations, and 42% trust them as much as reviews.
Not every search triggers this, though, and the pattern is worth knowing. Whitespark ran 540 queries across three cities and six industries and found AI Overviews appeared on only 15% of direct local searches, the plumber near me type. But they showed up on 92% of informational queries and 97% of hybrid ones like should I hire a lawyer after an accident.
That gap is the useful part. Someone who already knows they want a plumber still gets the map pack. Someone still figuring out whether they have a problem worth paying to solve gets an AI answer. That second group is earlier in the decision and generally worth more.
Where AI actually looks
This is the part that surprises people. BrightLocal tested 20 searches across 10 industries on Google AI Mode, Gemini, Perplexity, and ChatGPT, and found that every one of them leaned on directories and citation sites for business information.
Some specifics from that testing:
- Yelp appeared in 33% of searches, and Perplexity used it in every industry tested.
- Foursquare reportedly supplies 60 to 70% of ChatGPT’s local results, with outsized influence for smaller towns and niche businesses. Most owners have never thought about their Foursquare listing.
- Industry directories punch above their weight. Superlawyers and FindLaw for legal, specialty directories for dental. The obscure vertical directory in your industry may matter more than a general one.
- MapQuest still shows up. Age doesn’t disqualify a source.
Separately, an analysis of 30 million citations found Reddit, YouTube, LinkedIn, and Wikipedia are the most-cited domains overall, with ChatGPT leaning toward Wikipedia and Reddit and Google’s AI Mode toward Facebook and Yelp.
What ties all of it together is corroboration. These systems want the same facts about you from several independent places before they’ll put your name in an answer.
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Your own site still carries half the weight
Directories dominate the conversation, so it’s worth correcting the impression. Semrush found business and service websites account for 50% of ChatGPT citations, and BrightLocal’s testing found business websites appearing in the majority of results across every platform.
Treat the site and the listings as one job. The site gives the AI the substance, and the listings corroborate that you exist and are what you claim to be.
The review floor is real
SOCi puts the average star rating of a ChatGPT-recommended business at 4.3, and BrightLocal’s data shows consumer expectations drifting toward 4.5 as the minimum.
Treat that as a threshold rather than a sliding scale. Sitting at 3.9 tends to leave you out of the consideration set entirely rather than lowering your odds a little, and no amount of website work compensates. If your rating is below 4.0, review generation is the highest-value marketing work available to you, and everything else on this page can wait.
What to actually do
In rough order of return:
- Claim and complete the big four. Google Business Profile, Yelp, Facebook, and Apple Maps. Complete means hours, services, service area, photos, and a description that names what you do in plain words.
- Add Foursquare. It’s low-effort and disproportionately feeds ChatGPT.
- Find your industry’s directory. Ask a customer how they searched, or search your own service plus your city and see what listing sites rank. Claim whatever comes up.
- Make your details identical everywhere. Same business name, same address format, same phone. Contradictions lower confidence in all of it.
- Build a steady review habit. Ask every satisfied customer, every time, and get to 4.5. Our online reputation guide covers the mechanics.
- Go where the discussion is. If your industry has an active subreddit or a YouTube search pattern, being genuinely present there is worth more than another directory listing.
The honest limits
Two things worth saying plainly.
You cannot audit this the way you audit a keyword ranking. Ask ChatGPT the same question twice and you may get different businesses. There’s no rank tracker that settles it, and anyone selling you guaranteed AI visibility is selling something they can’t deliver.
And SOCi estimates that earning an AI local recommendation is roughly 30 times harder than ranking in traditional local results. That number should calibrate expectations rather than scare you off. The work is mostly the same work that already drives local search, which is why it’s worth doing even if you’re skeptical about the AI part.
Put simply, be consistently findable in more places than your competitors, with better reviews, and let the corroboration do the work.
If you’d rather have someone map where you currently show up and fix the gaps, that’s the kind of foundational work our content marketing team handles. And if you’re weighing this against everything else competing for budget, our small business marketing strategy guide puts it in order.
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