Aeo Audit

Comprehensive AEO audit for websites and documentation. Checks llms.txt, robots.txt, token counts, skill.md files, and AI traffic configuration. Use when auditing a site's readiness for AI agents.

Spirizeon Updated

File contents

AEO Audit Skill

Performs a comprehensive Agentic Engine Optimization audit.

When to Use This Skill

  • Audit documentation for AI agent readiness
  • Validate llms.txt and robots.txt
  • Measure token counts
  • Check AI traffic monitoring

Audit Categories

Category Weight
Discoverability 20%
Parsability 20%
Token Efficiency 20%
Capability 20%
Analytics 20%

Usage

# Run individual checks
python3 scripts/llms_txt_checker.py <url>
python3 scripts/robots_checker.py <url>
python3 scripts/token_counter.py <url>
python3 scripts/ai_traffic_detector.py --log-file <log>

Score Thresholds

  • 90-100: Excellent
  • 70-89: Good
  • 50-69: Fair
  • 0-49: Poor

Spirizeon/agentic-aeo-skills/tree/main/.claude/skills/aeo-audit commit 0170b4a591

Frequently asked questions

npx skillmds@latest add spirizeon/aeo-audit