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marablemarcel
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geo-fundamentals

Audit public web content for AI citation readiness using GEO principles.

Updated Jan 6, 2026
Search Tags:#content-optimization#structured-data#json-ld#geo#ai-readiness#author-attribution#ai-citations
One-click install
npx skills add https://github.com/marablemarcel/Living-Lytics --skill geo-fundamentals-marablemarcel
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: geo-fundamentals
Source: https://github.com/marablemarcel/Living-Lytics/tree/main/living-lytics/.agent/skills/geo-fundamentals
Command: npx skills add https://github.com/marablemarcel/Living-Lytics --skill geo-fundamentals-marablemarcel

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

Generative Engine Optimization (GEO) helps content creators and publishers optimize for AI-driven citations by aligning content with how AI engines extract and reference information.

Core Features & Use Cases

  • JSON-LD and semantic signals to boost AI recognition
  • Author attribution, publication dates, FAQ sections, and structured data for high-quality citations
  • Content evaluation and measurement with a lightweight GEO audit script

Quick Start

Run the GEO Checker on your public pages to assess 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 using GEO principles?▼

To optimize content for AI citations, apply Generative Engine Optimization (GEO) principles by adding JSON-LD structured data, author attribution, publication dates, and FAQ sections to your public-facing pages and articles.

What structured data signals do I need for AI engines to reference my content?▼

AI engines require structured data signals like JSON-LD, clear author attribution, publication dates, entity signals, and FAQ sections to accurately extract and reference your content information.

How do I measure AI citation readiness for my public pages?▼

Measure AI citation readiness by running a lightweight GEO audit script that evaluates your public pages for essential structured data, semantic signals, and author attribution required by AI engines.

Can I use GEO optimization for product pages and technical documentation?▼

Yes, you can apply GEO optimization across data-rich content including product pages, technical documentation, and blogs to maximize recognition and citations from AI-driven responses.

Does adding JSON-LD and semantic signals actually boost AI recognition?▼

Adding JSON-LD and semantic signals directly boosts AI recognition by aligning your content structure with how AI engines extract, parse, and reference information for generated responses.

What is Generative Engine Optimization and when do I need it?▼

Generative Engine Optimization (GEO) is the process of aligning content with how AI engines extract information; you need it when you want your public-facing articles and data-rich pages cited in AI responses.

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