aeo-geo-agent
End-to-end AEO (Answer Engine Optimization) and GEO (Generative Engine Optimization) agent for documentation sites. Use when someone wants to optimize their docs for AI citation, improve AI discoverability, audit their site against AEO best practices, create llms.txt, add AI-friendly structured data, or work through a full 29-item AEO/GEO checklist. Also use for phrases like "optimize my docs for AI", "make my site discoverable by AI", "AEO audit", "GEO optimization", or "help me rank in AI search results".
99
100%
Does it follow best practices?
Impact
99%
1.30xAverage score across 3 eval scenarios
Advisory
Suggest reviewing before use
Security
1 medium severity finding. This skill can be installed but you should review these findings before use.
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
Third-party content exposure detected (high risk: 0.90). The planner subagent instructions explicitly require using WebSearch to fetch and research "current best practices" (agents/planner.md — Step 2: "Use WebSearch to find current best practices"), so the agent will ingest open web content from untrusted third‑party sites and use it to shape plans and execution decisions.
- Repository
- kubical-ai/aeo-geo-optimization
- Commit
658c481
- Audited
- Security analysis
Is this your skill?
If you maintain this skill, you can claim it as your own. Once claimed, you can manage eval scenarios, bundle related skills, attach documentation or rules, and ensure cross-agent compatibility.