How does the geo_checker.py script work?

The script performs a GEO audit on your project path to evaluate AI citation readiness, checking for factors like schema markup, clear definitions, and structured data.

What are the key factors for AI content retrieval?

AI engines prioritize semantic relevance (~40%), keyword matches (~20%), authority signals (~15%), source diversity (~15%), and content freshness (~10%).

What is GEO compared to SEO?

While SEO focuses on ranking #1 on Google, GEO (Generative Engine Optimization) focuses on becoming a cited source in AI-generated responses from platforms like ChatGPT, Claude, and Perplexity.

Which AI crawlers does this skill help manage?

The skill provides guidance on managing access for GPTBot (OpenAI), Claude-Web (Anthropic), PerplexityBot, and Googlebot (Gemini).

GEO Fundamentals & AI Search Optimization

Name: GEO Fundamentals & AI Search Optimization
Author: claudiodearaujo

byclaudiodearaujo

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营销自动化

Optimizes digital content to increase citation rates and authority within generative AI search engines like ChatGPT, Claude, and Perplexity.

The GEO Fundamentals skill provides a comprehensive framework for Generative Engine Optimization (GEO), helping developers and content creators adapt their projects for the AI-first search landscape. It offers specialized guidance on RAG (Retrieval-Augmented Generation) retrieval factors, content structuring for AI extractability, and technical schema implementation, ensuring your data is prioritized by AI crawlers and cited in LLM responses. This skill is essential for anyone looking to maintain visibility as traditional search shifts toward conversational AI interfaces.

主要功能

011 GitHub stars

02Frameworks for entity building and cross-platform authority signals

03Management of AI crawler access for engines like GPTBot and Claude-Web

04AI-specific content audits via the geo_checker.py script

05Standardized checklists for AI-friendly content and technical schema

06Strategic guidance on RAG retrieval factors and semantic relevance

使用场景

01Auditing technical documentation to ensure it is easily indexed by LLM-based crawlers

02Improving a brand's citation rate in Perplexity and ChatGPT search results

03Implementing structured data and schemas that boost entity recognition in AI knowledge graphs

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add claudiodearaujo/sistema-de-narra-o-de-livro geo-fundamentals

For use in Claude.ai and ChatGPT

Download Skill