In May 2026, we ran a simple test. We opened ChatGPT, Perplexity, and Google Gemini and typed in the kinds of questions real customers ask every day. We asked about businesses right here in the 626. Some businesses showed up by name. Most didn't. Here's exactly what we found — and what made the difference.
We typed real customer questions into three AI tools: ChatGPT, Perplexity, and Google Gemini. We used the same prompts a regular person would type. Business names have been changed, but the AI responses are real examples of what these tools actually say.
Why they showed up: This shop had a complete Google Business Profile, 80+ detailed reviews mentioning "transmission" and "Alhambra" specifically, and their website had a clear page dedicated to transmission services. Their competitor two blocks away had no website and only 4 Google reviews — AI didn't mention them at all.
Why no one showed up: There are multiple Mandarin-speaking dentists in San Gabriel — but none of them mentioned "Mandarin" or "bilingual" on their website or Google Business Profile. AI had no way to know. Fixing this is a one-line change that could be worth thousands of dollars in new patients.
Why they showed up: Their website had a dedicated "Keratin Treatment" service page. Their Google Business Profile listed keratin as a specialty. And several of their Yelp reviews organically mentioned "Asian hair" — those customer words became AI fuel.
Why no one showed up: We found five plumbers in the 626 that do weekend emergency calls — but none of them mentioned "weekend," "emergency," or "24-hour" anywhere on their website or business profile. This is a hugely valuable search query with zero competition for AI citations.
Why they showed up: This restaurant had 200+ reviews on both Yelp and Google. Multiple reviews specifically mentioned dishes by name and used words like "authentic" and "fresh dim sum." Their Google Business Profile was complete with photos, hours, and the correct cuisine category. AI had everything it needed to confidently recommend them.
After running dozens of these tests, the pattern is clear. Businesses that get named by AI share a few things in common. Businesses that don't get skipped share different problems.
In almost every case where a business didn't show up, the problem wasn't that they were bad at their job. It was that AI didn't have enough clear, consistent information to feel confident recommending them. That's entirely fixable — and that's what our free audit checks.
Your customers are asking AI for recommendations right now. Some of them are asking about your exact business type, in your exact neighborhood.
The question is whether AI is sending them to you — or to the competitor down the street who happened to fill out their profile better.
You can run a quick version of this test yourself in about five minutes. Or you can get our full audit, which checks all the signals that matter and tells you exactly what to fix.
We'll run the same kind of test on your business and send you a full report — free, in 48 hours.
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