File contents GEO Optimizer
Optimize content for AI search engines (ChatGPT, Perplexity, Gemini, AI Overviews).
When This Skill Triggers
"rank in ChatGPT", "Perplexity optimization"
"AI search", "GEO", "Generative Engine Optimization"
"ChatGPT search", "AI Overviews"
"appear in AI responses", "LLM optimization"
"GEO strategy", "generative search"
What This Skill Does
Entity Recognition — Identify entities AI models recognizeCitation Analysis — Find what sources AI cites for target queriesContent Structuring — Format for AI parsing and citationSchema Markup — Add structured data for AI consumptionE-E-A-T Signals — Strengthen Experience, Expertise, Authority, TrustFAQ Optimization — Target question-based queries AI answers
Quick Start
Optimize our site for ChatGPT search results
How can we appear in Perplexity AI responses?
Make our tractor content rank in AI Overviews
GEO vs SEO Differences
SEO Factor
GEO Focus
Keywords
Entities & facts
Backlinks
Citations & references
Meta tags
Clear Q&A format
Content length
Concise, factual answers
Links
Source credibility
Key Tactics
Cite authoritative sources — AI prefers citing trusted contentStructure as Q&A — Clear question-answer formatUse Schema markup — FAQ, HowTo, Product schemasAdd statistics — Data-backed claims get cited moreList sources — "According to [source]" patterns
Reference
Original TopRank implementation: seo/geo-optimizer/SKILL.md
1 --- 2 name: geo-optimizer 3 description: GEO Optimizer 4 --- 5 # GEO Optimizer 6 7 Optimize content for AI search engines (ChatGPT, Perplexity, Gemini, AI Overviews). 8 9 ## When This Skill Triggers 10 11 - "rank in ChatGPT", "Perplexity optimization" 12 - "AI search", "GEO", "Generative Engine Optimization" 13 - "ChatGPT search", "AI Overviews" 14 - "appear in AI responses", "LLM optimization" 15 - "GEO strategy", "generative search" 16 17 ## What This Skill Does 18 19 1. **Entity Recognition** — Identify entities AI models recognize 20 2. **Citation Analysis** — Find what sources AI cites for target queries 21 3. **Content Structuring** — Format for AI parsing and citation 22 4. **Schema Markup** — Add structured data for AI consumption 23 5. **E-E-A-T Signals** — Strengthen Experience, Expertise, Authority, Trust 24 6. **FAQ Optimization** — Target question-based queries AI answers 25 26 ## Quick Start 27 28 ``` 29 Optimize our site for ChatGPT search results 30 ``` 31 32 ``` 33 How can we appear in Perplexity AI responses? 34 ``` 35 36 ``` 37 Make our tractor content rank in AI Overviews 38 ``` 39 40 ## GEO vs SEO Differences 41 42 | SEO Factor | GEO Focus | 43 |------------|-----------| 44 | Keywords | Entities & facts | 45 | Backlinks | Citations & references | 46 | Meta tags | Clear Q&A format | 47 | Content length | Concise, factual answers | 48 | Links | Source credibility | 49 50 ## Key Tactics 51 52 1. **Cite authoritative sources** — AI prefers citing trusted content 53 2. **Structure as Q&A** — Clear question-answer format 54 3. **Use Schema markup** — FAQ, HowTo, Product schemas 55 4. **Add statistics** — Data-backed claims get cited more 56 5. **List sources** — "According to [source]" patterns 57 58 ## Reference 59 60 Original TopRank implementation: `seo/geo-optimizer/SKILL.md`
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Frequently asked questions How do I install the Geo Optimizer skill? Run npx skillmds@latest add clowlove/geo-optimizer in your terminal (requires Node.js), paste this page's agent-chat prompt into Claude, Cursor, or any MCP-connected agent, or download the SKILL.md file and copy it into your agent's skills directory.
What does the Geo Optimizer skill do? GEO Optimizer It is listed under Coding & Dev Tools on SkillMD.
Is Geo Optimizer safe to use? This skill has not completed SkillMD's automated safety review yet. SkillMD never runs a skill's scripts for you; review the SKILL.md before installing.
Which AI agents work with Geo Optimizer? This skill is tagged as working with Claude Code, Claude.ai, OpenAI Codex. SKILL.md is an open format, so most agents that read a skills directory can load it too.
Is Geo Optimizer free to use? Yes. Installing skills from SkillMD is free, and the skill stays under its author's original license.
Who published Geo Optimizer? clowlove (@clowlove) published this skill. Their other Agent Skills are listed on their SkillMD profile.
clowlove