Glossary

AI Search Visibility

AI search visibility is how often, and how favourably, AI engines mention, cite and recommend a brand across a defined set of buyer prompts. It is measured against a fixed prompt list run repeatedly across engines, so movement over time reflects your position rather than a change in the questions asked.

In plain terms

It is a survey, not a rank. You ask the same questions of the same engines every month and count what comes back about you and about your competitors.

Why it matters for B2B

Without a locked prompt set, every report is measuring something slightly different and no trend can be trusted. A stable baseline is what turns AI visibility from an anecdote into a number a board can act on.

How to apply it

  • Lock a prompt set that reflects real buying questions, then leave it alone.
  • Run every prompt across each engine that matters to your pipeline.
  • Record three separate things: mention, citation and recommendation.
  • Benchmark against named competitors, not against the category average.

Related reading

Related terms

Back to the full glossary (25 terms).

Ranking is no longer enough

You need to be cited, mentioned, and recommended.

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