geo-fundamentals

Audit HTML, JSX, and TSX pages for JSON-LD and author/date signals.

42|3|Updated Feb 13, 2026

Search Tags:#faq #content-optimization #structured-data #ai-citation #semantic-analysis #web-audit #geo-audit

Ready to run

npx skills add https://github.com/pratikrath126/ai-image-detector --skill geo-fundamentals-pratikrath126

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: geo-fundamentals
Source: https://github.com/pratikrath126/ai-image-detector/tree/main/.agent/kit-skills/geo-fundamentals
Command: npx skills add https://github.com/pratikrath126/ai-image-detector --skill geo-fundamentals-pratikrath126

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

GEO Fundamentals addresses the need to optimize public content for AI engines to secure citations and accurate references in responses.

Core Features & Use Cases

JSON-LD and semantic data auditing to enable AI-friendly content (Article, FAQPage, Organization/Person schemas).
Clear content structure with proper headings, author attribution, publication dates, and FAQ sections to improve extractability by AI.
Automated public-content quality checks via the GEO Checker script to assess readiness across pages and provide scoring and guidance.
Use Case: Audit a blog post and its landing pages to improve likelihood of being cited in AI-generated answers.

Quick Start

Run the GEO checker on your project to audit 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 web content for AI citations and references?▼

To optimize web content for AI citations, audit your HTML, JSX, and TSX pages for JSON-LD structured data, clear heading structures, author metadata, and FAQ sections to improve extractability by AI engines.

What is GEO and how does it improve content visibility in AI engines?▼

GEO, or Generative Engine Optimization, is the process of auditing public web content for structured data and semantic signals to secure accurate citations and references in AI-generated responses.

Can I audit JSX and TSX pages for AI citation readiness?▼

Yes, you can audit JSX and TSX pages for AI citation readiness. The checker analyzes these formats to ensure JSON-LD schemas, clear headings, and author attribution are properly implemented.

How do I check if my blog post has the right structured data for AI search?▼

Run an automated GEO audit script on your blog post to assess structured data quality, checking for Article, FAQPage, and Organization schemas, which yields a GEO score and summarized report.

What structured data schemas are required for AI content extraction?▼

AI content extraction relies on JSON-LD structured data schemas like Article, FAQPage, and Organization or Person, alongside clear heading structures and publication dates to ensure accurate referencing.

Why does my web page score low on AI citation readiness checks?▼

Your web page scores low on AI citation readiness checks if it lacks proper JSON-LD structured data, clear heading hierarchy, author metadata, publication dates, or FAQ sections required by AI engines.