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Use when auditing metadata, crawlability, structured data, or indexability related to Audit and refine AI-generated content. Verify the rendered HTML and HTTP response rather than relying only on source files.
Passed 17 of 22 test cases with the skill, and 8 of 22 without it.
and 7 more in the full report
9 fixed8 passed either way5 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
This benchmark measured an earlier version of the skill.
One of 9 test cases the skill fixed. Same model, same prompt, with and without the skill.
We used an AI tool to summarize the top 3 ranking articles on 'best project management software'. The resulting article covers all their points. Is this sufficient for high search rankings?
| Checked | Without skill | With skill |
|---|---|---|
| Warns against publishing content that is merely a rewrite of existing top-ranking articles | Passed | Passed |
| Requires adding a unique brand voice and original insights | Missed | Passed |
The instructions your model reads when the skill loads.
Search engines prioritize helpful, reliable, people-first content; unedited AI content often lacks the depth and accuracy required for high rankings.
Review the content to see if it provides unique value beyond what AI models can generate by default.
Rewrite AI-generated sections to include original research, personal experiences, and a unique brand voice.
Explain why human oversight is necessary for AI-generated content to meet SEO quality standards and user expectations.
Review metadata generation, rendered HTML, structured data, and response headers related to Audit and refine AI-generated content. Flag exact routes or templates where search-facing output violates the rule, and describe how to verify the final page output.
For full implementation details, code examples, and framework-specific guidance,
see references/rule.md.
Rule page: https://frontendchecklist.io/rules/seo/ai-content
test cases passed, vs 8 / 22 without
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