Rule aeo-1788853987.643506-2516 · measurement · high confidence

Set up layer-specific KPIs: Discoverability (brand mentions/citations), Clarity (concept alignment with AI descriptions), Authority (cited pages and sources), Trust (review volume/sentiment and hedging language).

Applies to: all

Why this matters

Traditional SEO metrics don't reflect AI visibility; different layers require different measurements to identify where optimization is working or failing.

Implementation

Type: not_automatable

Anti-pattern

Tracking only rankings and organic clicks while ignoring brand mentions and AI sentiment.

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