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AI Visibility

AI Visibility is the broad outcome that AI-centric SEO work aims to achieve. It means being seen, cited, and recommended by AI systems when they answer people's questions. Traditional SEO aimed at ranking in a list of links. AI Visibility aims at presence inside the generated answer itself: whether your brand, your pages, and your ideas show up when a language model responds, and how prominently they do.

It is a desired outcome rather than a single number. Underneath it sits a family of measurable signals that together tell you how visible you are across AI answers.

How it is measured

People track AI Visibility through a set of related metrics. These divide into two kinds of presence: mentions, where your brand is named in the answer, and citations, where your pages are linked or referenced as a source. Each kind is measured by share, by absolute count, by how often it happens, and by how prominently it appears.

  1. Share of voice. Your overall slice of the AI answer space for a topic, relative to competitors.
  2. Share of citations. The proportion of cited sources in answers that are yours.
  3. Share of mentions. The proportion of brand mentions in answers that are yours.
  4. Number of citations. The absolute count of times your pages are cited.
  5. Number of mentions. The absolute count of times your brand is named.
  6. Frequency. How often citations and mentions occur across a body of queries and over time.
  7. Rank of citations and mentions. How prominently each appears, for example whether your source is cited first or your brand named first, rather than sitting lower in the answer.

Read together, these tell a full story. Share metrics show your standing against competitors, counts show absolute reach, frequency shows consistency, and rank shows prominence. Strong AI Visibility means appearing often, as a meaningful share of the answer, and near the top of what the model surfaces.

Also known as

AI Visibility is the outcome. These are common names for the practice of working toward it:

  1. AI SEO
  2. AIO (AI Optimization)
  3. AEO (Answer Engine Optimization)
  4. GEO (Generative Engine Optimization)

Related concepts

Dan Petrovic · Jun 21, 07:44