The frequency and share of brand appearances in answers from generative AI platforms such as ChatGPT, Claude and Perplexity. Explore its practical uses.
AI Visibility is an emerging marketing KPI measuring how frequently, and how positively, a company’s brand or products appear when relevant questions are submitted to platforms including ChatGPT, Claude, Perplexity and Gemini. Unlike conventional search ranking trackers, AI responses are nondeterministic and may vary between runs of the same prompt. Benchmarking therefore commonly repeats identical questions and tracks average mention frequency. An industry-wide measurement standard has not yet been established, so results can differ between tools and should be interpreted accordingly.
Search that uses large language models to understand context and synthesize web results into natural-language answers rather than relying solely on keyword matching.
A next-generation AI model for Meta ad ranking, described in the source as announced in November 2025, applying generative AI architecture to improve computational efficiency by approximately four times compared with its predecessor.
A strategy for optimizing content so that brands and their content can be cited in the single answers generated by AI search systems or voice assistants.
Some websites are seeing sharp increases in site: operator queries in Search Console performance reports. Explore possible causes, measurement effects and diagnostic responses.
