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btwitskaif69
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geo-fundamentals

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

Updated Aug 23, 2026
Search Tags:#content optimization#citation#seo#chatgpt#perplexity#geo#ai search
One-click install
npx skills add https://github.com/btwitskaif69/Markify --skill geo-fundamentals-btwitskaif69
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: geo-fundamentals
Source: https://github.com/btwitskaif69/Markify/tree/main/.agent/skills/geo-fundamentals
Command: npx skills add https://github.com/btwitskaif69/Markify --skill geo-fundamentals-btwitskaif69

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires re, json, pathlib, sys, and includes scripts (resource) and references (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 featured in AI-generated search engine responses from platforms like ChatGPT, Perplexity, and Claude.

Core Features & Use Cases

  • AI Citation Strategy: Understand the differences between SEO and GEO (Generative Engine Optimization) and how AI engines select content.
  • Content Analysis: Identify key elements that increase citation rates, such as original statistics, expert quotes, and clear definitions.
  • Technical Audit: Provides a checklist for both content and technical elements crucial for AI visibility, including structured data and schema.
  • Use Case: A content marketer can use this Skill to audit their blog posts, ensuring they include the necessary elements (like FAQs and author attribution) to be picked up by AI search engines for relevant queries.

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?▼

AI search citation optimization requires structured data, author attribution, and original statistics. This skill audits HTML and JSX files for AI-readiness, ensuring your content meets the criteria for platforms like ChatGPT and Perplexity.

What is Generative Engine Optimization and how does it differ from traditional SEO?▼

Generative Engine Optimization (GEO) focuses on making content citable by AI search engines, unlike traditional SEO which targets link rankings. GEO prioritizes elements like JSON-LD schema, entity recognition, and expert quotes to increase visibility in AI-generated responses.

Can I audit my TSX files for AI search visibility and structured data?▼

Yes, you can audit TSX files for AI search visibility. The skill analyzes HTML, JSX, and TSX files to check for crucial technical elements like JSON-LD, headings, and dates, ensuring your web pages are ready for AI-driven search results.

What elements increase citation rates in AI-generated search engine responses?▼

Elements that increase citation rates in AI-generated search engine responses include original statistics, expert quotes, clear definitions, and FAQs. The skill identifies these key content components to help your pages get picked up by AI search engines.

Does the geo_checker script work with HTML files or only React components?▼

The geo_checker script works with both HTML files and React components. It analyzes HTML, JSX, and TSX files to audit your project directory for AI citation readiness, checking for structured data, headings, and entity recognition.

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