How do you measure AI visibility?
A credible answer names the surfaces tracked, a stable prompt set, a measurement cadence and what they do when a citation is lost. A vague answer about 'optimizing for AI' means no method exists.
- Named surfaces: AI Overviews, ChatGPT, Perplexity, Gemini
- A fixed, versioned prompt set
- Defined cadence and reporting format
- A remediation path when citations drop