Answers

Is your brand visible to AI?

Probably not yet. AI assistants answer from facts they can read, and most business websites publish none, so assistants recommend whichever competitor's facts they can verify. You can test yours in sixty seconds by asking an assistant about your field and your business. Invisibility is measurable. In one documented case, ChatGPT began citing a rebuilt site within a day of relaunch, because the readable evidence changed.

What does "visible to AI" actually mean?

When someone asks ChatGPT or Google's AI "who should I call," the assistant does not browse the way you do. It assembles an answer from what it can read and verify. Three things feed it: the labels in a site's code that say who a business is, a business identity that reads the same everywhere it appears, and substance worth quoting. A beautiful site whose facts are locked inside images and vague copy contributes nothing to that answer.

This is not a ranking you can buy into. There is no page two of an AI answer; a few businesses get named and the rest do not exist for that customer, that day.

Has this happened to a real business?

Yes, and I documented it. On July 3, 2026, I asked ChatGPT, Perplexity, and Google's AI to recommend a company in a Sonoma County business's own field and town. All three named competitors; the business was absent. Its site relaunched July 4 with those machine-readable labels on every page. Within 24 hours, ChatGPT was citing the new site.

The assistants did not change. The evidence they could read did. That is the mechanism this work addresses, and it is why this is fixable bookkeeping rather than marketing magic. The honest version of the promise: this work makes it more likely that AI answers describe you accurately. Nobody can guarantee an AI mention, and you should walk away from anyone who does.

How do you test yourself, right now?

Ask your assistant: "Recommend a [your trade] near [your town]. Who should I call and why?" Then: "What do you know about [your business]?" Three outcomes are possible: you are named, a competitor is named, or nobody is named at all. Nobody named means your field's answer is still unwritten, and being first into an unwritten answer is cheaper than replacing someone who is already in it. The full 60-second test adds three more checks you can run with free tools.

Isn't this just an AI fad?

You do not have to take a position on AI to take this seriously. The test above is free and takes a minute; if your customers' assistants already answer questions in your field, the only question left is whose facts they answer with. Measure first, then decide what it is worth. If the test goes badly, the fixes live under "I want to be found and chosen."

Request your free baseline reading

You send me your web address; I send back five measurements of how your site is doing, each dated, each explained in one sentence, free. Includes one manual AI assistant query about your business, transcribed. The findings are yours either way.