Foundations of AI Visibility

AI visibility is how often AI assistants — ChatGPT, Gemini, Perplexity and Google AI Overviews — mention or recommend your business when someone asks them for a product or service.

It replaced the ten blue links with a short, confident answer that names 3–5 businesses. Either you are in that answer, or you are invisible — and unlike Google, there is no page 2 to check.

AI assistants don't invent recommendations. They pull from the sources they trust — directories, review sites, maps, and authoritative pages — and summarize who appears most consistently with strong signals.

That means visibility is winnable: get present and well-reviewed on the exact sources the AI cites, and you start showing up in the answer.

AI answers are non-deterministic: ask the same question twice and you can get different lists. A single lucky answer means nothing.

Serious measurement asks each engine the same real customer question multiple times and reports the percentage of answers that include you — your mention rate. A stable 70% across engines means AI has genuinely learned to recommend you.