geo-fundamentals

Audit HTML, JSX, and TSX files for AI citation readiness factors.

1|Updated Dec 13, 2025
One-click install
npx skills add https://github.com/GrupoUS/gpus --skill geo-fundamentals-grupous
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: geo-fundamentals
Source: https://github.com/GrupoUS/gpus/tree/main/.claude/skills/geo-fundamentals
Command: npx skills add https://github.com/GrupoUS/gpus --skill geo-fundamentals-grupous

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

This Skill helps content creators optimize their web pages to be more easily cited and understood by AI search engines like ChatGPT, Claude, and Perplexity, thereby increasing visibility and authority in AI-generated responses.

Core Features & Use Cases

  • AI Citation Readiness Audit: Analyzes web pages for key elements that AI crawlers prioritize, such as structured data, clear headings, author attribution, and publication dates.
  • Content Element Identification: Identifies the presence of elements that AI engines favor for citation, like original statistics, expert quotes, and FAQ sections.
  • Use Case: A content marketer can use this Skill to audit a new blog post before publishing, ensuring it includes all necessary components to be picked up and cited by AI search engines, thus driving more qualified traffic.

Quick Start

Run the geo_checker.py script on your project directory to audit your web pages for AI citation readiness.

Frequently Asked Questions about geo-fundamentals

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

FAQPage Schema
How do I optimize content for AI citations in search engines like ChatGPT and Perplexity?

AI citation optimization involves auditing web content for structured data, heading hierarchy, author attribution, and publication dates. This Skill analyzes HTML, JSX, and TSX files to identify elements that AI search engines prioritize for citation readiness.

What is Generative Engine Optimization and how does it improve content discoverability?

Generative Engine Optimization (GEO) readiness ensures web pages contain elements AI crawlers favor, such as original statistics, expert quotes, and FAQ sections. This process aims to improve content discoverability and citation rates within AI-generated responses.

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

You can audit AI citation readiness by running the geo_checker.py script on your project directory. The script evaluates HTML, JSX, and TSX files for structured data, heading hierarchy, entity recognition, lists, and tables.

Does this AI citation audit work with JSX and TSX files?

Yes, the AI citation audit supports JSX and TSX files alongside standard HTML. It analyzes these file types for key elements like structured data, author attribution, publication dates, and FAQ sections to ensure AI search engine compatibility.

What content elements do AI search engines prioritize for citation?

AI search engines prioritize content elements like structured data, clear heading hierarchy, author attribution, original statistics, expert quotes, FAQ sections, lists, and tables. Entity recognition also plays a role in improving citation rates.

When should I run an AI citation readiness audit on my web content?

You should run an AI citation readiness audit before publishing new web content, such as blog posts. This ensures your pages include all necessary components to be picked up and cited by AI search engines, driving more qualified traffic.