ai-visibility-audit
Audit how a brand shows up in AI answers about its market and deliver a short report on the few changes most likely to get it mentioned or cited, such as a third-party page to get onto, an owned page to improve, or an access problem to fix. Use when the user asks for an AI visibility audit, a GEO or AEO audit, why AI recommends competitors instead of them, or how to show up in ChatGPT, Gemini or Google AI answers.
80
100%
Does it follow best practices?
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Low
Low-risk findings worth noting
The canonical home for this skill is ai-visibility-audit in every-app/open-seo
W011: Third-party content exposure detected (indirect prompt injection risk).
What this means
The skill exposes the agent to untrusted, user-generated content from public third-party sources, creating a risk of indirect prompt injection. This includes browsing arbitrary URLs, reading social media posts or forum comments, and analyzing content from unknown websites.
Why it was flagged
The skill reads AI search results, answers, citations, and community sources such as Reddit and Quora via MCP tools and web fetching.
- Repository
every-app/open-seo
- Revision
2d8236a
- Audited
- Security analysis
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