AI Visibility Measurement
Measuring AI visibility means sampling answers systematically, because answer engines are probabilistic and their output shifts over time.
In this entry
- Prompt sets, sampling, and repeatability
- Mention rate, recommendation rate, and citation share
- Sources of variance and how to account for them
- What measurement cannot tell you
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