SEO focuses on ranking #1 on traditional search engines like Google, while GEO (Generative Engine Optimization) focuses on becoming a cited source within AI-generated responses from LLMs.

How do I audit my project for GEO readiness?

This skill includes a geo_checker.py script that can be run via the command line to analyze your project path for AI citation readiness and best practices.

Does this skill help with RAG?

Yes, it details specific RAG (Retrieval-Augmented Generation) factors such as semantic relevance, authority signals, and source diversity that AI engines use to select content.

Which AI engines does this skill optimize for?

The skill provides specific strategies for Perplexity, ChatGPT, Claude, and Gemini, including their specific citation styles and retrieval preferences.

GEO Fundamentals

Name: GEO Fundamentals
Author: claudiodearaujo

byclaudiodearaujo

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Marketing Automation

Optimizes digital content to increase visibility and citation rates within AI-powered search engines and large language models.

The GEO Fundamentals skill provides a comprehensive framework for Generative Engine Optimization (GEO), helping developers and content creators adapt to the era of AI search engines. It offers actionable guidance on RAG retrieval factors, content structure checklists, and entity-building strategies to ensure information is easily extracted and cited by platforms like ChatGPT, Claude, and Perplexity. By implementing these best practices and utilizing the included GEO audit script, users can significantly improve their project's authority signals and semantic relevance in AI-driven discovery landscapes.

Key Features

01AI Citation Optimization for Claude, ChatGPT, and Perplexity

02RAG Retrieval Factor analysis and weight optimization

031 GitHub stars

04Structured content checklists for AI-ready documentation

05Entity-building strategies for Knowledge Panel recognition

06Automated GEO audit script for project-wide readiness checks

Use Cases

01Increasing brand authority by securing citations in LLM responses

02Auditing technical documentation for AI crawler accessibility

03Implementing Schema.org patterns optimized for generative engines

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