Why AI names some local businesses and skips others
Nobody outside the AI companies knows exactly how their tools pick a business. But you can see what they look at, and that's enough to know what's worth fixing.
Most answers start with a web search
When someone asks ChatGPT, Claude, Gemini or Perplexity for a local recommendation, the tool usually searches the web first, reads some of the pages it finds, and writes an answer from them. Many answers link to the pages they used.
So the question “why didn't AI name me?” often becomes two simpler ones. Did its search find pages about you? And did those pages say clearly that you're a good fit for what was asked?
What it tends to find
Look at the links under a few answers for your area and you'll see the same kinds of sources come up:
- “Best of” lists from local blogs, magazines and newspapers.
- Review and listing sites, such as Google Maps, Yelp, TripAdvisor or the directory for your trade.
- Forums and community threads where locals ask for recommendations.
- Business websites, when they answer the question directly.
A business that shows up across several of these is easier for AI to name with confidence. A business that only exists on its own website, with a menu in a PDF and its services in a photo, gives the AI very little to work with.
Specific questions need specific words
If someone asks for a “bakery that does gluten-free birthday cakes” and nothing online says you do, AI can't say it either, even if you've been doing it for years. Say what you do, where you do it and who it's for, in plain text on your own site: the neighbourhoods you serve, your hours, the services you're known for, what makes you different. Ordinary sentences work better than slogans.
Facts that agree with each other
When your name, address and hours differ between your website, your Google profile and an old directory listing, AI tools may pick the wrong one or hedge. Fixing a stale listing is dull work, but it's one of the few changes that clearly helps both people and AI.
Being readable at all
Some websites quietly block the crawlers AI tools use, often through a security setting or a robots.txt file someone copied years ago. If an AI search tool can't read your site, it has to rely on what others say about you. We wrote about how to check this.
What doesn't help
- Stuffing pages with keywords. AI reads for meaning, and it reads the same page your customers do.
- Showing AI different content from people. Search engines treat this as cloaking, and it can backfire badly.
- Anyone promising you'll be recommended. Nobody can guarantee what an AI tool will say. Answers vary from run to run, and the tools change how they work.
Measure, change one thing, measure again
The honest way to work on this is slow. Check where you stand on a handful of real questions, fix the clearest gap, and check again over the following weeks. If the count of answers naming you moves and stays moved, that's a signal. If it wobbles by one or two, it's probably noise.
Here's how to run that check by hand. Mentioned runs it for you every week.