geo-content-optimizer

geo-content-optimizer is an SEO strategy & audits skill for AI agents, published by MODSetter in the SurfSense repository on GitHub. Skillspace rates geo-content-optimizer B (87/100) and it passed the safety scan; a judge model has also reviewed it.

Optimize content for AI citations in ChatGPT, Perplexity, AI Overviews, Gemini, Claude. AI引用优化/GEO优化/AI搜索

Grade
B
Quality
87 / 100
Safety
Passed
GitHub stars
15,263

Placed #6 of 6 in the judged category final for SEO strategy & audits.

Not launch-quality. It is graded B with a clean safety verdict, but our quality filters exclude it: it is a near-duplicate variant of another skill. So it is not in our launch-quality set, the skills our MCP server searches and recommends. How launch-quality is decided

Our two independent classifiers differ on this skill's category, so treat the placement as provisional.

This rating describes the version of the repository we crawled; it may have changed since, so go by its current files.

View source on GitHubMODSetter/SurfSense

Our review

Architecture
100 / 100
Maturity
Packaged: licensed, with a version or references
Security scan
No issues found
License
Not declared. Check the repository before reusing it.
Adoption
Adopted by 5 other repositories, in 1 collections
Scope
Portable: works in any project. General content optimization for AI answer engines, any site

Judge review

Placed #6 of 6 in the judged category final for SEO strategy & audits.

  • Trigger7676
  • Instructions6969
  • Specificity6868
  • Safety8888
  • Disclosure5252
  • Maintenance5454
Same library pattern as content-refresher: unresolved '~~AI monitor + ~~SEO tool' placeholders and core logic deferred to an external GitHub URL rather than bundled references, reading more like an unfinished template than a shipped skill.
Names concrete benchmark items with rationale (e.g. direct answer in first 150 words) for specific AI platforms, though the full rubric lives in an external file.

Not checked yet

  • No blind task eval yet
  • Sibling files (scripts, references) not fetched; security scan covers SKILL.md only

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