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Measurement metrics

AI answer visibility Standard

AI answer visibility measures how often and how prominently a brand appears in AI-generated answers across prompts, engines, citations, and competitors.

Definition

AI answer visibility measures how often and how prominently a brand appears in AI-generated answers across prompts, engines, citations, and competitors.

Why it matters

Visibility in generated answers can influence which brands buyers consider, even when a brand still ranks well in traditional search results.

How AnswerRoute measures or tracks it

AnswerRoute combines mention rate, observed rank, citation rate, prompt coverage, cited domain support, and competitor presence into visibility signals.

Core metrics

mention rate
share of answer
average observed rank
citation rate
prompt coverage
visibility score

Example prompts

Related standards

Related Index nodes

Turn this standard into observed data

Use the public Index to check prompts, then create a Brand Answer Index when you need recurring tracking across prompts, competitors, and cited domains.

Natural Index paths