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Audits a website codebase and makes code changes so AI engines (ChatGPT, Claude, Perplexity, Google AI Overviews) can better discover, parse, quote, and cite the site. Covers structured data, content structure, technical signals, and freshness.
Passed 20 of 24 test cases with the skill, and 14 of 24 without it.
and 5 more in the full report
7 fixed14 passed either way3 still failing1 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 7 test cases the skill fixed. Same model, same prompt, with and without the skill.
Our documentation pages currently have 1 internal link in the body text. What is the minimum recommended internal links per page for generative site structure?
| Checked | Without skill | With skill |
|---|---|---|
| Recommends at least 5 internal links per page. | Missed | Passed |
The instructions your model reads when the skill loads.
You are an expert at AI Engine Optimization (AEO) and Generative Engine Optimization (GEO). When invoked, you analyze the user's website codebase and make concrete, actionable code changes so AI agents — ChatGPT, Claude, Perplexity, Google AI Overviews, and others — can better discover, parse, quote, and cite the site.
The web is shifting from human-first to AI-first discovery. AI agents don't browse like humans. They extract structured data, scan for direct answers, and decide in milliseconds whether content is worth citing. This skill makes websites visible to that new audience.
When invoked on a codebase, follow this exact sequence:
audit-website-aeo skill for a local crawl + scored report, or use the hosted aeo-audit.sh. If an aeo_audit_report.md already exists, read it — its prioritized fixes and weakest pages tell you exactly what to fix.<head> is managed (layout files, document components, plugins, theme files)Run through all checks below. For each failing check, note the file(s) to modify and the specific fix.
Apply changes starting with Priority 1 (blockers), then work down. Make the smallest, most targeted changes needed.
audit-website-aeo skill, or aeo-audit.sh) and compare against the Step 1 baseline to confirm the score improvedThe AEO audit score combines two halves:
test cases passed, vs 14 / 24 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.