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geo-fundamentals

Audit web content for AI citation readiness using a checklist.

2|Updated Jan 29, 2026
Search Tags:#content strategy#ai optimization#citation#seo#chatgpt#perplexity#geo
One-click install
npx skills add https://github.com/Tai-ch0802/skills-bundle --skill geo-fundamentals-tai-ch0802
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: geo-fundamentals
Source: https://github.com/Tai-ch0802/skills-bundle/tree/main/i18n/zh-TW/geo-fundamentals
Command: npx skills add https://github.com/Tai-ch0802/skills-bundle --skill geo-fundamentals-tai-ch0802

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires re, sys, pathlib, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill helps you optimize your web content so that it is more likely to be cited and referenced by AI-powered search engines like Perplexity, ChatGPT, and Gemini.

Core Features & Use Cases

  • Understand GEO vs. SEO: Learn the key differences and focus on AI citation metrics.
  • Identify AI Citation Factors: Discover what makes content get cited by AI (semantic relevance, authority, freshness, etc.).
  • Content Checklist: Use a detailed checklist for both content and technical elements to ensure your pages are AI-ready.
  • Entity & Schema Markup: Learn how to establish your brand as an entity and use structured data.
  • AI Crawler Access: Configure your site's robots.txt for AI bots like GPTBot and PerplexityBot.

Quick Start

Run the geo_checker.py script on your project path to audit your web pages for 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 my web content for AI search engines like Perplexity and ChatGPT?▼

To optimize content for AI search engines, you need to include original statistics, expert quotes, clear definitions, and structured data like JSON-LD. Analyzing these elements ensures your web pages meet AI citation requirements and improve visibility.

What is the difference between GEO and SEO for content strategy?▼

GEO focuses on optimizing content for citation by generative AI search engines, whereas traditional SEO targets search engine result page rankings. GEO emphasizes semantic relevance, entity schema markup, and AI crawler accessibility.

How do I configure robots.txt to allow AI crawlers like GPTBot and PerplexityBot?▼

Configuring robots.txt for AI crawlers involves explicitly allowing bots like GPTBot and PerplexityBot to access your site. This ensures AI search engines can crawl your content to evaluate semantic relevance and freshness for citations.

What structured data formats improve AI citation rates for generative search?▼

Implementing structured data formats like Schema.org and JSON-LD improves AI citation rates by establishing your brand as a recognizable entity. This helps AI models parse content elements and technical attributes accurately.

Can I audit my web pages for AI citation readiness automatically?▼

Yes, you can audit web pages for AI citation readiness by running a Python script on your project path. This checks technical elements like headings, dates, author attribution, and AI crawler accessibility.

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