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seo-geo

Audit websites for AI search visibility across Google AI Overviews, ChatGPT, and Perplexity.

Updated Jun 9, 2026
Search Tags:#content optimization#seo#llms.txt#geo#ai overviews#ai crawlers#chatgpt search
One-click install
npx skills add https://github.com/timikalo7/Execute --skill seo-geo-timikalo7
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: seo-geo
Source: https://github.com/timikalo7/Execute/tree/main/.claude/skill-library/claude-seo/skills/seo-geo
Command: npx skills add https://github.com/timikalo7/Execute --skill seo-geo-timikalo7

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve? Content optimized only for classic search rankings often fails to get cited by AI search engines like Google AI Overviews, ChatGPT, and Perplexity, leaving brands invisible in AI-generated answers. ## Core Features & Use Cases - GEO Readiness Scoring: Produces a GEO-ANALYSIS.md report with a 0-100 score across citability, structure, multi-modal content, authority signals, and technical accessibility. - AI Crawler & llms.txt Audit: Checks robots.txt for GPTBot, ClaudeBot, PerplexityBot and other crawlers, plus llms.txt presence, with evidence-based guidance that Google ignores llms.txt. - Platform-Specific Optimization: Separately scores Google AI Overviews, AI Mode, ChatGPT, Perplexity, and Bing Copilot since their citation sources differ. - Use Case: Run the audit on a marketing site to discover that key answer passages exceed the optimal 134-167 word citability window and that GPTBot is blocked in robots.txt, then apply the top-5 highest-impact fixes. ## Quick Start Run a GEO audit on https://example.com and generate the GEO-ANALYSIS.md report with platform scores and prioritized fixes.

Frequently Asked Questions about seo-geo

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I optimize content for Google AI Overviews and ChatGPT search?▼

Create self-contained answer blocks of 134-167 words, front-load direct answers in the first 40-60 words of sections, use question-based headings, and cite specific sources. Brand mentions on YouTube, Reddit, and Wikipedia correlate more strongly with AI citations than backlinks.

What is GEO and how does it differ from traditional SEO?▼

GEO (Generative Engine Optimization) targets citation in AI-generated answers rather than blue-link rankings. Google's official position is that GEO is still SEO fundamentals applied to AI surfaces, since AI Overviews draw from the same ranking and indexing systems.

Does llms.txt help with AI search rankings?▼

No. Google explicitly states it ignores llms.txt, and studies show no major AI search system consumes it. The audit reports its presence but assigns no citation-ranking weight; it may still help non-Google AI crawlers and coding agents.

Which AI crawlers should I allow in robots.txt?▼

Allow GPTBot, OAI-SearchBot, ClaudeBot, and PerplexityBot for AI search visibility. Block CCBot and training-only crawlers if desired. User-triggered fetchers like ChatGPT-User and Google-Agent ignore robots.txt by design.

Why is my site not cited by ChatGPT or Perplexity?▼

Common causes include blocked AI crawlers in robots.txt, client-side-only rendering (AI crawlers do not execute JavaScript), missing entity presence on Wikipedia and Reddit, and content lacking quotable, self-contained passages with specific data.

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