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geo-fundamentals

Audit web content for AI citation readiness with geo_checker.py.

1|Updated Dec 21, 2024
Search Tags:#rag#content optimization#seo#chatgpt#perplexity#geo#ai citations
One-click install
npx skills add https://github.com/SergeiGolos/wod-wiki --skill geo-fundamentals-sergeigolos
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: geo-fundamentals
Source: https://github.com/SergeiGolos/wod-wiki/tree/main/.agent/skills/geo-fundamentals
Command: npx skills add https://github.com/SergeiGolos/wod-wiki --skill geo-fundamentals-sergeigolos

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires re, json, pathlib, and includes scripts (resource) components.

What problem does it solve?

This Skill helps content creators and SEO professionals optimize their web pages to be more easily cited and understood by AI-powered search engines like Perplexity, ChatGPT, and Claude.

Core Features & Use Cases

  • AI Citation Strategy: Understands the difference between SEO and GEO (Generative Engine Optimization).
  • Content Analysis: Identifies elements that AI engines favor for citation, such as original statistics, expert quotes, and clear definitions.
  • Technical Audit: Checks for essential technical elements like JSON-LD structured data, proper heading structure, and author attribution.
  • Use Case: A content marketer can use this Skill to audit a new blog post before publishing, ensuring it includes all the necessary elements to be picked up and cited by AI search engines, thereby increasing visibility and authority.

Quick Start

Run the geo_checker.py script on the project path to audit content for AI citation readiness.

Frequently Asked Questions about geo-fundamentals

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

FAQPage Schema
What is generative engine optimization for AI search engines?▼

Generative engine optimization (GEO) is the process of structuring web content and technical SEO elements to increase citation rates by AI search engines like Perplexity and ChatGPT. It focuses on semantic relevance and authoritativeness.

How do I optimize content for AI citations?▼

To optimize content for AI citations, you must include specific elements like original statistics, expert quotes, and clear definitions. You also need to ensure proper heading structure, author attribution, and JSON-LD structured data.

How do I audit my web pages for AI search readiness?▼

You can audit web pages for AI search readiness by running a checker script on your project path. This analyzes pages for semantic relevance, entity recognition, and technical elements required by AI crawlers.

Does AI content optimization require structured data?▼

Yes, AI content optimization requires JSON-LD structured data to help generative engines understand context. A technical audit checks for this structured data alongside proper heading structure and author attribution.

What is the difference between SEO and GEO?▼

SEO targets traditional search engine rankings, while GEO targets generative AI citation rates. GEO requires strategic content structuring with original statistics, expert quotes, and adherence to AI crawler access policies.

Why is my content not being cited by Perplexity or ChatGPT?▼

Content may not be cited by AI engines if it lacks clear definitions, original statistics, or JSON-LD structured data. It also requires adherence to AI crawler access policies to ensure your pages can be read and indexed.

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