MEASUREMENTKnowledge Center

What is AI Visibility?

AI Visibility is the measurable presence of a business inside generative engines — how often it's named, cited, or recommended in AI-generated answers.

AI Visibility is a measurable score: across a defined set of prompts, how frequently does an LLM mention, cite, or recommend your business? It is the new analog to keyword ranking — and arguably the most important visibility metric of the next decade.

§ 01

How AI Visibility is measured

Define a prompt set (representative questions a buyer would ask), run them against each major LLM at scheduled intervals, and record mentions, citations, and recommendation rank. The aggregate is the AI Visibility Score.

§ 02

Why this metric matters

Traditional rank tracking measures position on a SERP that fewer users see. AI Visibility measures presence on the surfaces users increasingly use to make decisions — and where there is no second page to fall back to.

SIGNALSKey levers
Prompt CoverageMention RateCitation RateRecommendation RankCross-Model Consistency
FAQFrequently Asked
How often should AI Visibility be measured?

Monthly is the minimum useful cadence; weekly for high-stakes verticals.

Want this engineered into your business?

A free AI Visibility Audit shows where your business currently stands across ChatGPT, Gemini, and Perplexity.

Request Free Audit