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Harmitx7
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geo-fundamentals

Audit web pages for AI citation readiness using Generative Engine Optimization principles.

3|1|Updated Feb 20, 2026
Search Tags:#content optimization#seo#chatgpt#perplexity#ai content#generative ai
One-click install
npx skills add https://github.com/Harmitx7/tribunal-kit --skill geo-fundamentals-harmitx7
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: geo-fundamentals
Source: https://github.com/Harmitx7/tribunal-kit/tree/main/.agent/skills/geo-fundamentals
Command: npx skills add https://github.com/Harmitx7/tribunal-kit --skill geo-fundamentals-harmitx7

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires python3, and includes scripts (resource) components.

What problem does it solve?

This Skill helps content creators ensure their web pages are easily discoverable and citable by AI search engines like Perplexity, ChatGPT, and Google SGE, moving beyond traditional SEO.

Core Features & Use Cases

  • AI Content Optimization: Understand and implement Generative Engine Optimization (GEO) principles.
  • Structured Data Guidance: Learn how to format content (headings, lists, tables) for AI consumption.
  • Citation-Readiness: Improve the likelihood of your content being quoted and summarized by AI.
  • Use Case: A marketing team wants their new blog post about sustainable energy to be a top source when AI answers questions on the topic. They use this Skill to audit and refine the post for better AI inclusion.

Quick Start

Use the geo_checker script to audit the content on the provided URL 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 for AI search?▼

Generative Engine Optimization (GEO) is the process of structuring web content with factual specificity and technical formatting so AI search engines like Perplexity and ChatGPT can easily index, summarize, and cite it.

How do I optimize content for citation in Perplexity and ChatGPT?▼

You optimize content for AI citation by applying GEO principles, using structured data like headings and lists, and running a Python script audit to ensure your page meets technical requirements for AI indexing.

Does AI content optimization require Python to run the audit?▼

Yes, the content optimization audit requires a Python3 environment to execute the provided script, which analyzes your web pages against best practices for AI consumption and citation readiness.

What is the best way to format web pages for AI search indexing?▼

The best way to format web pages for AI indexing is to use structured content layouts, including clear headings, lists, and tables, which helps AI engines parse and quote your factual data accurately.

How does GEO differ from traditional SEO for content visibility?▼

GEO differs from traditional SEO by focusing on factual specificity and structured formatting to ensure content is summarized and quoted by generative AI platforms, rather than just ranking links on search engine results pages.

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