geo-fundamentals

Align HTML and JSX/TSX pages with JSON-LD, headings, and author signals for AI citation extraction.

Updated Jan 21, 2026
One-click install
npx skills add https://github.com/ollieb89/orchestrator --skill geo-fundamentals-ollieb89
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: geo-fundamentals
Source: https://github.com/ollieb89/orchestrator/tree/main/.cursor/skills/geo-fundamentals
Command: npx skills add https://github.com/ollieb89/orchestrator --skill geo-fundamentals-ollieb89

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

GEO content optimization helps creators structure data, signals, and sources to improve AI citations and trusted answers.

Core Features & Use Cases

  • Structured data readiness: JSON-LD, FAQPage, and Organization/Person annotations to improve AI recognition and citation.
  • Entity-building: Techniques to consistently represent brands, authors, and organizations to boost trust signals in AI responses.
  • Clear definitions and data-supported claims designed for AI extraction and citation.
  • Use cases include blog posts, knowledge-base articles, and product pages prepared for AI-powered citations.

Quick Start

Run the GEO checker script against your public web pages 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 content for AI citations?

Optimize content for AI citations by aligning data structures, markup, and author signals for easy extraction. This requires integrating structured data like JSON-LD, clear heading structures, author signals, and evidence-based data to satisfy AI publishers' criteria.

What is GEO content optimization?

GEO content optimization is the process of structuring data, signals, and sources to improve AI citations and trusted answers. It ensures public web content is easily recognized and extracted by AI-powered search and assistant platforms.

Does AI citation optimization require structured data like JSON-LD?

Yes, AI citation optimization requires structured data like JSON-LD. Implementing JSON-LD, FAQPage, and Organization or Person annotations significantly improves AI recognition and citation readiness for your web pages.

Can I use this GEO checker script for JSX and TSX pages?

Yes, you can use this GEO checker script for JSX and TSX pages. It applies to HTML and JSX/TSX pages intended for AI-powered answers, including blog posts, product pages, and documentation.

What is the best way to build entity trust signals for AI answers?

The best way to build entity trust signals is consistently representing brands, authors, and organizations using structured annotations. Techniques include applying Person and Organization markup to boost trust in AI responses.

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

Audit your web pages for AI-citation readiness by running a GEO checker script against your public content. This evaluates your page's structured data, heading structure, and author signals to ensure easy AI extraction.