Straight answers to the questions business owners actually ask about getting found by AI. No jargon, no hype, just how it works and what to do about it.
Usually because the AI cannot find clear, structured information about you. AI assistants pull from the web and favor businesses with a complete profile, consistent details, structured data, reviews, and content that plainly answers what they do and where. If those signals are thin or missing, the AI recommends someone clearer instead. It is rarely about being a bad business. It is about being unreadable to a machine.
Modern AI assistants combine what they were trained on with a live web search, then summarize an answer and name sources. So two things matter: being present and clear on the web right now, and being structured enough that the model can confidently pull you into its answer. It is less about ranking on page one and more about being the trustworthy, well-labeled source the model reaches for.
Perplexity leans heavily on live web sources and citations. If your site lacks clear content, structured data, and external mentions, it has little to cite. Visibility is also engine-specific: a business can appear in ChatGPT and not Perplexity, or vice versa, because they pull from different sources. That is why we measure each engine separately rather than assuming one result speaks for all.
Yes, meaningfully. Schema is machine-readable labeling that tells engines exactly what you are, what you sell, where you operate, and who vouches for you. It removes guesswork. A site with proper Organization, LocalBusiness, Service, and FAQ schema is far easier for an AI to understand and cite confidently than one the engine has to interpret from raw text.
SEO is getting found in traditional search results, the blue links. AEO, answer engine optimization, is getting named when someone asks an AI assistant for a recommendation. They overlap, clean structure and good content help both, but they are not the same. A business can rank well on Google and still be invisible in ChatGPT, and most local businesses have never checked the AI side at all.
Yes. AI does not only name big brands. It names the clearest, most specific, best-structured answer for the question. A focused local business that is specific about what it does and where, with the right signals in place, can absolutely be the named recommendation, often faster than it could ever rank against national competitors in regular search.
It depends where you start and how competitive your terms are. Foundation fixes, structure, schema, a complete profile, show up first; AI citations build over weeks as engines re-crawl and trust grows. Because we measure from day one, you see movement rather than waiting blindly. It is a trend you steer, not a switch you flip.
Not replacing, expanding. Traditional search is not going away, but it is no longer the only way people find businesses. AI answers are becoming a parallel discovery channel. The move is not to abandon SEO, it is to cover both, which is what AEO adds on top of solid SEO foundations.
A complete Google Business Profile is essential, but it is one signal on one platform. It does not control whether ChatGPT names you, whether your website is structured for AI to read, or whether your presence is consistent across the web. The profile is a piece of visibility, not the whole of it.
We ask the engines the real questions your customers ask, multiple times, across ChatGPT, Gemini, and Perplexity, and record how often you are named and cited and who appears instead. Because AI answers vary, we track a rate over time rather than trusting one pull. That methodology is what we call Recoil Radar.
A free Visibility Check shows what AI says about you right now. Or read the methodology behind it.