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geo-reviewer

Analyze webpage URLs for Generative Engine Optimization and AI citation potential.

29|2|Updated Jan 11, 2026
Search Tags:#content review#ai optimization#gemini#seo#perplexity#copilot#geo
One-click install
npx skills add https://github.com/jbdamask/john-claude-skills --skill geo-reviewer
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: geo-reviewer
Source: https://github.com/jbdamask/john-claude-skills/tree/main/skills/geo-reviewer
Command: npx skills add https://github.com/jbdamask/john-claude-skills --skill geo-reviewer

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) and scripts (resource) components.

What problem does it solve?

This Skill helps you improve your web content's visibility and citation potential with AI-powered search engines by identifying and rectifying issues related to Generative Engine Optimization (GEO).

Core Features & Use Cases

  • GEO Analysis: Evaluates web pages against key GEO principles, focusing on semantic meaning, citation authority, and direct answers.
  • Actionable Recommendations: Provides specific, prioritized suggestions for content structure, technical crawlability, and semantic authority improvements.
  • Use Case: A content marketer can use this skill to review a blog post URL and receive a detailed report on how to make it more likely to be cited by AI search engines like ChatGPT, Perplexity, and Gemini.

Quick Start

Review the GEO readiness of the URL https://example.com/article for AI citation.

Frequently Asked Questions about geo-reviewer

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I optimize content for AI search engines like Perplexity and Gemini?▼

To optimize content for AI search engines, you must analyze your webpage for Generative Engine Optimization (GEO) factors like semantic meaning, technical crawlability, and citation authority. This ensures AI models can easily parse and recommend your content.

What is Generative Engine Optimization (GEO) and how does it differ from traditional SEO?▼

Generative Engine Optimization (GEO) focuses on improving web content visibility and citation potential specifically for AI-powered search engines. While traditional SEO targets link-based rankings, GEO targets semantic authority and direct answer extraction for AI models.

How do I get my blog posts cited by ChatGPT and other AI search platforms?▼

To get your blog posts cited by AI search platforms, you need to evaluate your content structure and AI infrastructure against GEO best practices. Providing clear semantic meaning and direct answers increases the likelihood of AI recommendations.

Can I analyze a specific webpage URL for AI search readiness?▼

Yes, you can analyze a specific webpage URL for AI search readiness by reviewing its GEO principles. This evaluation checks content structure, semantic authority, and technical crawlability to provide actionable recommendations for AI-driven discovery.

What technical factors affect content crawlability for AI-driven search discovery?▼

Technical factors affecting AI-driven discovery include content structure, crawlability, semantic authority, and distribution signals. Evaluating these AI infrastructure elements against best practices ensures your webpage is fully optimized for AI search engine ingestion.

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