07 · Measurement & AI Visibility

AI Visibility Measurement

Tracking how, where, and how often a brand appears in AI answers.

Industry Term

Full explanation

AI visibility measurement is the practice of tracking how, where, and how often a brand appears in AI-generated responses to relevant questions, typically by running a consistent set of prompts across AI systems over time.

Why this matters

Measurement only means something if the method is consistent and stated. A number without a documented set of prompts, models, and dates is not evidence.

Where this sits

AI Visibility Measurement belongs to Measurement & AI Visibility, one of the seven layers of the Aingworth Glossary. How to know whether recognition is improving. Aingworth defines these plainly and does not adopt proprietary-sounding scoring language that belongs to other tools.

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