AI Visibility
The broad outcome of AI-centric SEO: being seen, cited, and recommended by AI systems when they answer questions.
AI Visibility is the desired outcome of AI-centric SEO work. It describes how present your brand, your pages, and your ideas are inside the answers that AI systems generate, and how prominently they appear.
It is measured through a family of metrics: share of voice, share of citations, share of mentions, the raw number of citations and mentions, and the frequency and rank of each.
Full article: AI Visibility. Related: Open Knowledge Format, the supply-side way to make your knowledge legible to models, and Relevance Engineering, the demand-side practice of building semantic relevance directly.