AI Visibility

AI visibility is how often and how prominently a brand appears in answers from AI assistants like ChatGPT, Claude, Gemini, and Perplexity. It is measured by sampling a fixed prompt set and recording mentions, citations, answer position, and sentiment per engine. It is not a proxy for Google rankings: the overlap between Google's top results and AI citations has fallen sharply, so the two need separate tracking.