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Ab-aswini
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geo-fundamentals

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

2|Updated Feb 15, 2026
Search Tags:#content optimization#seo#chatgpt#perplexity#ai content#citation rate
One-click install
npx skills add https://github.com/Ab-aswini/Agent-kit-P1 --skill geo-fundamentals-ab-aswini
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: geo-fundamentals
Source: https://github.com/Ab-aswini/Agent-kit-P1/tree/main/.agent-os/skills/geo-fundamentals
Command: npx skills add https://github.com/Ab-aswini/Agent-kit-P1 --skill geo-fundamentals-ab-aswini

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

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

Core Features & Use Cases

  • AI Citation Readiness Audit: Analyzes web pages for elements that AI engines favor for citations, such as structured data, clear headings, author attribution, and original statistics.
  • Identify Anti-Patterns: Highlights common mistakes that prevent content from being cited by AI.
  • Use Case: A content marketer uses this Skill to audit a new blog post before publishing, ensuring it includes an FAQ section and clear statistics to maximize its chances of being featured in AI search results.

Quick Start

Run the geo checker script on the current project directory to audit 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
What is Generative Engine Optimization and how does it improve AI citation rates?▼

Generative Engine Optimization (GEO) improves AI citation rates by auditing web content for structured data, heading hierarchy, author attribution, publication dates, FAQ sections, lists, tables, and original statistics that AI search engines favor for sourcing.

Does the AI citation readiness audit work with HTML and TSX files?▼

Yes, the AI citation readiness audit analyzes HTML, JSX, and TSX files to evaluate entity recognition, structured data, heading hierarchy, and content formatting to determine visibility across AI-powered search engines.

What elements prevent content from being cited by AI search engines?▼

Missing structured data, broken heading hierarchy, lack of author attribution, absent publication dates, and missing original statistics are common anti-patterns that prevent web content from being cited by AI search engines.

How do I audit a blog post for AI search visibility before publishing?▼

Run a GEO checker script on your project directory to audit web pages for AI citation readiness, ensuring the content includes FAQ sections, clear statistics, and proper heading hierarchy to maximize AI search visibility.

Do I need structured data and FAQ sections for Claude to cite my web pages?▼

Yes, including structured data, FAQ sections, lists, tables, and original statistics increases AI citation potential by making your web pages easier for engines like Claude to parse and reference.

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