cyberneticlibrary

Optimize for AI answer engines

aeo-auditskillsetup L20
Canonry/aeo-audit
What it does

Score websites across AEO ranking factors

Best for

Finding which pages AI answer engines will cite, with machine-readable fixes ranked by impact.

Inputs
  • · {url: string, optional: {format: "json"|"markdown"|"text"|"agent", include_lighthouse: boolean, include_geographic: boolean}}
Outputs
  • · Report with 16-factor scores and actionable fixes
Requires
  • · Lighthouse
  • · WebFetch (for sitemap/static audit)
Preconditions
  • · Valid URL or built directory
  • · Node >= 20
Failure modes
  • · Network unreachable
  • · Malformed HTML
  • · Missing robots.txt for sitemap
Trust signals
  • · npm package @ainyc/aeo-audit
  • · 16 concrete ranking factors
  • · Agent-native output format
  • · CI-friendly exit codes