AI visibility
Definition
How often a brand is named or cited in answers from AI assistants for the prompts its buyers actually use. The emerging equivalent of rank tracking, measured by prompting at scale and counting mentions.
It is measured, not estimated: define the prompts a buyer would type, run them repeatedly across assistants, and record whether you appear, in what position, and whether you are cited or merely described.
Visibility correlates with structured, quotable, well-sourced content and with being mentioned on sources those systems trust — which makes digital PR and clean structured data more valuable than they were, and keyword-density tactics worth even less.
Definitions are free.So is the cost review.
A short call, then a written review inside 72 hours: what your marketing costs, what it produces, and what is worth fixing first.