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.
Get the full rule + automated checks
Subscribe to access evidence, remediation steps, and configurable check descriptors for this rule.