geo-fundamentals

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

Updated Nov 12, 2025

Search Tags:#rag #content optimization #seo #chatgpt #perplexity #geo #ai citations

Ready to run

npx skills add https://github.com/jabez4jc/Simplifyed --skill geo-fundamentals-jabez4jc

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: geo-fundamentals
Source: https://github.com/jabez4jc/Simplifyed/tree/main/.agent/skills/geo-fundamentals
Command: npx skills add https://github.com/jabez4jc/Simplifyed --skill geo-fundamentals-jabez4jc

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill helps content creators optimize their web pages to be cited by AI search engines like ChatGPT, Perplexity, and Claude, increasing visibility and authority.

Core Features & Use Cases

AI Citation Readiness: Analyzes web pages for elements that AI crawlers prioritize for citation.
SEO vs GEO: Differentiates between traditional SEO and Generative Engine Optimization (GEO).
Content & Technical Audit: Provides a checklist for both content elements (stats, quotes, FAQs) and technical SEO (schema, speed).
Use Case: A marketing team wants their blog posts to appear as sources in AI chatbot responses. They use this Skill to audit their latest article, identify missing structured data, and ensure author attribution is clear.

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 search citations in ChatGPT and Perplexity?▼

To optimize content for AI search citations, audit your HTML, JSX, and TSX files for structured data, author attribution, dates, FAQs, lists, and tables. This identifies elements that increase citation rates in engines like ChatGPT and Perplexity.

What is the difference between traditional SEO and Generative Engine Optimization?▼

Generative Engine Optimization (GEO) targets AI crawlers prioritizing citation elements like stats, quotes, and entity recognition. Traditional SEO focuses on search ranking factors, while GEO ensures content is structured for AI chatbot responses.

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

You can audit web pages for AI citation readiness by running a Python script on your project directory. This script analyzes content elements and technical schema to identify missing factors that AI search engines use for citations.

Can I use a Python script to check my HTML files for structured data and entity recognition?▼

Yes, you can use a Python script to check HTML files for structured data and entity recognition. It analyzes web content elements like author attribution and dates to determine AI crawler citation readiness.

What content elements increase citation rates in AI search engines?▼

Content elements that increase citation rates in AI search engines include structured data, clear author attribution, dates, FAQs, lists, tables, stats, and entity recognition within your HTML or JSX files.