Rule aeo-1788853987.643506-1306 · measurement · high confidence

Run monthly manual audits: list 10-15 category queries, run them in ChatGPT, Perplexity, and Gemini, note which competitors get cited.

Applies to: all

Why this matters

AI answers shift as models update; without tracking, you are optimizing blind; most brands do not know their AI visibility.

Implementation

Type: cms

Anti-pattern

Assuming Google #1 ranking means visibility in AI search.

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