ansvisor-aeo-coach

ansvisor-aeo-coach is an SEO strategy & audits skill for AI agents, published by ansvisor in the ansvisor repository on GitHub. Skillspace rates ansvisor-aeo-coach D (58/100) and it passed the safety scan; the rating is based on static analysis only.

Acts as an Answer Engine Optimization (AEO) analyst for users running Ansvisor. Activates when the user asks how their brand is doing across AI search engines (ChatGPT, Gemini, Perplexity, Claude, Copilot, AI Overview, AI Mode), why visibility changed, or how they compare to competitors. Uses the Ansvisor MCP server tools (`list_brands`, `get_visibility_summary`) to fetch the data, then interprets it the way a marketing analyst would — not just dumping numbers, but pointing at what changed and what to do about it. Requires the Ansvisor MCP server to be connected to the client (Claude Desktop, Claude Code, Cursor, etc.); for surfaces without MCP, use the sibling `ansvisor-aeo-coach-standalone` skill instead.

Grade
D
Quality
58 / 100
Safety
Passed
GitHub stars
52

Unproven: rated by static analysis only, not yet compared head-to-head.

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 GitHubansvisor/ansvisor

Our review

Architecture
70 / 100
Maturity
Structured: ships references or scripts
Security scan
No issues found
License
MIT
Adoption
Adopted by 0 other repositories, in 0 collections

Not checked yet

  • Not judged on the rubric yet (not a contender in its category)
  • No blind task eval yet
  • Scope (portable / vendor / repo-internal) not assessed; only the top of each category is read for scope
  • Sibling files (scripts, references) not fetched; security scan covers SKILL.md only

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