How does this skill improve AI citations?

It focuses on RAG retrieval factors like semantic relevance, authority signals, and structured data elements like Person and FAQ schemas that AI engines use to select sources.

What is GEO (Generative Engine Optimization)?

GEO is the process of optimizing content specifically for AI-powered search engines and LLMs to increase the likelihood of being cited in their responses.

Does this replace traditional SEO?

No, it complements SEO. While SEO focuses on Google rankings, GEO focuses on becoming the primary source cited in AI-generated answers.

Can it audit my current project for AI readiness?

Yes, the skill includes access to a geo_checker script that performs a GEO audit to determine how well your content is prepared for AI extraction.

GEO Fundamentals

Name: GEO Fundamentals
Author: claudiodearaujo

byclaudiodearaujo

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Marketing Automation

Optimizes web content for visibility and citations within AI-powered search engines like ChatGPT, Claude, and Perplexity.

The GEO Fundamentals skill provides a comprehensive framework for Generative Engine Optimization, helping developers and content creators ensure their work is cited by AI agents. It guides Claude to implement Retrieval-Augmented Generation (RAG) best practices, such as semantic relevance, technical schemas, and structured data formats that AI crawlers prioritize. By utilizing specialized scripts and checklists, this skill helps transform standard web content into authoritative sources that AI models can easily extract, reference, and credit in their responses.

Key Features

01RAG retrieval factor analysis for improved citation rates

02Content structuring for FAQ and comparison table extraction

031 GitHub stars

04Technical schema implementation for AI crawler recognition

05Generative Engine Optimization (GEO) audits for AI visibility

06Automated GEO readiness checking via integrated Python scripts

Use Cases

01Auditing existing web projects for AI-readiness and crawler accessibility

02Optimizing technical documentation to be cited by AI search engines like Perplexity

03Implementing structured schemas to increase brand visibility in LLM responses

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