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geo-fundamentals

Audit web content for AI search engine citation readiness.

1|Updated May 29, 2026
Search Tags:#structured data#SEO#content optimization#web content#AI search engines
One-click install
npx skills add https://github.com/nnkienn/Nyxara-core --skill geo-fundamentals-nnkienn
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: geo-fundamentals
Source: https://github.com/nnkienn/Nyxara-core/tree/main/.skills/skills/geo-fundamentals
Command: npx skills add https://github.com/nnkienn/Nyxara-core --skill geo-fundamentals-nnkienn

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

This Skill helps optimize content for AI search engines, ensuring it is structured and formatted in a way that AI engines like ChatGPT, Claude, or Perplexity are likely to cite.

Core Features & Use Cases

  • GEO Audit: Checks content for AI citation readiness, including structured data, author info, dates, and FAQ sections.
  • Content Guidelines: Provides a checklist for creating AI-citable content, focusing on original statistics, expert quotes, clear definitions, and step-by-step guides.
  • Entity Building: Offers strategies for entity recognition and authority signal consolidation.
  • AI Crawler Access: Informs on key AI user-agents and access strategies for different crawling scenarios.
  • Measurement: Suggests metrics for tracking AI citations and mentions.

Quick Start

Run the 'geo_checker.py' script to audit the AI citation readiness of your web pages.

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 search engines to get cited?▼

GEO (Generative Engine Optimization) is the process of structuring web content so AI search engines like ChatGPT and Perplexity can easily parse and cite it. It works by auditing for structured data, author attribution, and FAQ sections to improve visibility in AI-generated answers.

How do I check my web pages for AI citation readiness?▼

You can check AI citation readiness by running a GEO audit script that evaluates your web content for structured data, entity recognition, and authority signals. This audit verifies if your content includes the original statistics and step-by-step guides AI engines prefer.

What structured data do AI search engines need to cite my content?▼

AI search engines require structured data that includes clear author attribution, accurate publication dates, and formatted FAQ sections. Consolidating entity recognition and authority signals ensures your content is accurately indexed and referenced by AI crawlers.

How do I track AI citations and mentions of my web content?▼

You can track AI citations by implementing specific measurement metrics designed to monitor how often AI search engines reference your content. This involves analyzing your web content's visibility and mentions across AI-generated answers and adjusting content guidelines accordingly.

Can I use this GEO audit for content created for traditional SEO?▼

Yes, you can use this GEO audit for traditional SEO content because it enhances existing web content by adding structured data, expert quotes, and FAQ sections. These optimizations improve both AI citation readiness and standard search engine visibility.

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