Rule aeo-3cc667c82c36573c · content_validator · high confidence

Run your target prompts in ChatGPT five separate times and check whether your brand appears in the initial fan-out queries, not just the final answer.

Applies to: all

Why this matters

Brands named in fan-out queries are cited 68.9% of the time versus 2.1% for pages only retrieved; if your brand never enters the query, you have a visibility gap.

Implementation

Type: validator

Anti-pattern

Optimizing for final-answer mentions while ignoring whether the brand enters the initial search.

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