# 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.

- Skill: `spirizeon/aeo-audit` (Agent Skill)
- Install (CLI): `npx skillmds@latest add spirizeon/aeo-audit`
- Raw SKILL.md: https://api.skillmd.com/api/skills/spirizeon/aeo-audit/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Security
- Author: Spirizeon (https://skillmd.com/u/spirizeon)
- Updated: 2026-09-22
- Page: https://skillmd.com/skills/spirizeon/aeo-audit

---


# 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

```bash
# 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