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AnthonyCongHieu
AnthonyCongHieuCOMMUNITY
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geo-fundamentals

Evaluate JSON-LD, headings, author/date metadata, FAQs, lists, and tables for AI citation readiness.

Updated Aug 22, 2025
Search Tags:#faq#content-optimization#headings#structured-data#json-ld#geo#ai-citation
One-click install
npx skills add https://github.com/AnthonyCongHieu/voice_tool --skill geo-fundamentals-anthonyconghieu
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: geo-fundamentals
Source: https://github.com/AnthonyCongHieu/voice_tool/tree/main/voice_tools_v1/.agent/skills/geo-fundamentals
Command: npx skills add https://github.com/AnthonyCongHieu/voice_tool --skill geo-fundamentals-anthonyconghieu

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

## What problem does it solve? GEO Fundamentals helps teams optimize public content for AI-driven citations by ensuring pages are structured, authoritative, and easy for AI to extract and cite.

## Core Features & Use Cases

  • Evaluates JSON-LD, heading structure, author/date signals, and FAQ sections to boost AI citation readiness.
  • Recommends content structuring for blogs, docs, and product pages to improve citability.
  • Use Case: A marketing team wants their tech blog to be cited by AI assistants; this guide tunes content for higher citation rates.

### Quick Start Audit a page to optimize AI-citation readiness by verifying structured data, clear headings, author and date, and an FAQ section.

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 citations?▼

To optimize web content for AI citations, you must evaluate and enhance page structure by verifying JSON-LD, clear heading hierarchy, author and date metadata, and FAQ sections to improve citability.

What makes a web page ready for AI engines to extract and cite?▼

AI engine citation readiness requires structured data like JSON-LD, explicit author and date signals, clear headings, and formatted FAQ sections so AI assistants can reliably parse and extract page content.

How do I audit HTML or JSX pages for GEO-readiness?▼

You audit HTML, JSX, or TSX pages for GEO-readiness by analyzing the source for JSON-LD, heading structure, author and date metadata, FAQ sections, lists, and tables to determine extraction readiness.

Does adding JSON-LD and FAQ sections improve AI citation rates for blogs?▼

Adding JSON-LD and FAQ sections improves AI citation rates for blogs and documentation by providing explicit structured data and standardized formats that AI engines prefer for extracting responses.

Can I use this content optimization approach for corporate documentation?▼

You can apply this content optimization approach to corporate documentation, product pages, and tech blogs because evaluating structured data and author signals ensures public pages are authoritative for AI extraction.

What are the limitations of optimizing content for AI-driven citations?▼

Optimizing for AI-driven citations is limited to public web pages with extractable HTML, JSX, or TSX content, meaning gated or non-structured content without author metadata cannot be effectively audited for GEO-readiness.

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