geo-optimizer
Generative Engine Optimization (GEO) — make content rank in AI search answers from ChatGPT, Claude, Perplexity, Gemini, and Google AI Overviews. Audits existing content, rewrites for AI citation, and produces per-engine strategy. Use when asked to "optimize for AI search", "rank in ChatGPT", "GEO audit", "improve AI citations", "rank in Perplexity", "AI Overview optimization", "AI Overview ranking", "LLM SEO", "answer engine optimization", "AEO", "get cited by AI", "GEO", "generative engine optimization", "show up in ChatGPT", "appear in AI answers", "be cited by Perplexity", "SGE optimization", "Search Generative Experience", or "make my content show up in AI answers". Distinct from regular SEO — this targets generative engines, not traditional Google rankings.
How do I install this agent skill?
npx skills add https://github.com/nowork-studio/notfair-plugin --skill geo-optimizerIs this agent skill safe to install?
- Gen Agent Trust Hubpass
The skill is designed for Generative Engine Optimization (GEO) and functions as a tool for auditing and rewriting content for AI citation. It is generally well-structured but contains a minor security risk related to how it processes external content. It executes shell commands to locate its reference assets and fetches data from user-provided URLs, which creates a surface for indirect prompt injection if the external sources contain malicious instructions.
- Socketpass
No alerts
- Snykwarn
Risk: MEDIUM · 1 issue
What does this agent skill do?
Canonical NotFair workflow
Read ../../seo/geo-optimizer/SKILL.md completely, then follow it as the active workflow. Resolve every relative reference from that file against ../../seo/geo-optimizer/.
How can the creator link this skill?
Add the canonical catalog link to the repository README so users can inspect current installs and available audits. The publishing guide covers the complete discovery path.
<a href="https://skillzs.dev/skills/nowork-studio/notfair-plugin/geo-optimizer">View geo-optimizer on skillZs</a>