Audit website for AI agent discovery
agentic-seoskillsetup L2★0
maximoseo/webs-html-improvements-files ↗Causal-lift measurements
ai-content-optimization+24pp vs no-skill baselinewith-skill 64% · baseline 40%
Measured by running the task with and without this artifact, K=5, graded by deterministic checks — no LLM judging.
What it does
Audit website for agentic engine optimization and AI discoverability
Best for
Founder or marketer optimizing website for AI agent discovery (not just search engines) — quickly audits 5 key dimensions to ensure llms.txt, robots.txt, and structured data are agent-friendly.
Inputs
- · URL to audit
- · Format preference (default: text report; optional: JSON)
Outputs
- · Agentic SEO audit report across 5 categories
- · Score 0-100 per category (crawlability, discoverability, structured data, token budget, citation signals)
- · Recommendations
Requires
- · npx (Node package runner)
Preconditions
- · Node.js installed (to run npx)
- · Website publicly accessible
- · robots.txt and sitemap.xml in place (for baseline)
Failure modes
- · Doesn't verify llms.txt or AGENTS.md content quality — only checks presence
- · Token budget estimate is crude (page size proxy, not semantic compression)
- · Doesn't test actual AI crawler access (rate limits, blocks)
- · Citations signals check is basic (authorship, canonical, hreflang) — doesn't verify backlink quality
Trust signals
- · 5-category audit (crawlability, discoverability, structured data, token budget, citation)
- · Scoring 0-100 per category
- · Concrete checks (robots.txt permissions, llms.txt presence, JSON-LD schema, page size)