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geo-brand-mentions

Brand mention and authority scanner for AI visibility. Analyzes brand presence across platforms that AI models rely on for entity recognition and citation decisions. Produces a Brand Authority Score (0-100) with platform-specific recommendations.

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SKILL.md
Quality
Evals
Security

Low

Low-risk findings.

1 low severity finding. Worth noting, but not necessarily harmful.

Low

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

SKILL.md prescribes runtime web fetching/searching (WebFetch) over outsider-authored public content on sites like YouTube/Reddit/Wikipedia/LinkedIn; that fetched readable page text (e.g., descriptions/transcripts/posts) would be ingested into the agent’s LLM context, creating an indirect prompt-injection path.

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Repository
zubair-trabzada/geo-seo-claude
Audited
Security analysis
Snyk

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