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LeonMelamud
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geo-optimizer

Audit websites for Generative Engine Optimization and AI crawler discoverability.

Updated Jan 27, 2026
Search Tags:#content optimization#seo#geo#crawlability#ai visibility#agentfacts
One-click install
npx skills add https://github.com/LeonMelamud/inspector-agents --skill geo-optimizer
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: geo-optimizer
Source: https://github.com/LeonMelamud/inspector-agents/tree/main/.agents/skills/geo-optimizer
Command: npx skills add https://github.com/LeonMelamud/inspector-agents --skill geo-optimizer

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires requests, beautifulsoup4, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill helps websites improve their visibility and discoverability by AI search engines and crawlers, addressing issues like content authority, technical accessibility, and structured data for agents.

Core Features & Use Cases

  • GEO Audit: Analyzes a website's Generative Engine Optimization (GEO) status, checking for technical visibility, content confidence, and AI infrastructure readiness.
  • Hedge Density Analysis: Identifies and quantifies uncertain language in content, providing a score and recommendations for improvement.
  • AgentFacts Generation: Assists in creating NANDA-compliant agent-facts.json files for AI agent discovery.
  • Use Case: A startup wants to ensure their new website is easily discoverable by AI search engines like Perplexity and ChatGPT. They use this Skill to audit their site, identify content that uses too much hedging language, and implement the necessary AgentFacts schema.

Quick Start

Run a full GEO audit on the provided URL to assess AI search readiness.

Frequently Asked Questions about geo-optimizer

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

FAQPage Schema
What is Generative Engine Optimization and how does it affect AI search visibility?▼

Generative Engine Optimization (GEO) improves website discoverability by AI search engines like ChatGPT and Perplexity. It audits technical accessibility, content confidence, and AI agent infrastructure to ensure crawlers can effectively index and surface your content.

How do I audit my website for AI search readiness and crawler accessibility?▼

Run a GEO audit using this Skill to analyze your website's technical visibility for AI crawlers. It evaluates crawlability, content authority, and structured data readiness, providing actionable insights to improve discoverability by AI search engines.

How does hedge density analysis improve content authority for AI search engines?▼

Hedge density analysis identifies and quantifies uncertain language in your content. By calculating a confidence score and providing recommendations, it helps you replace hedging terms with authoritative statements that AI search engines prefer when generating responses.

Do I need an agent-facts.json file for AI agent discovery on my website?▼

Creating an agent-facts.json file is essential for AI agent discovery. This Skill assists in generating NANDA-compliant AgentFacts schema, ensuring your website's infrastructure is properly structured for AI crawlers and search engines to parse your content.

Can I use beautifulsoup4 to check my website's technical visibility for AI crawlers?▼

Yes, this Skill uses beautifulsoup4 and requests dependencies to crawl and analyze your website's technical visibility. It assesses infrastructure readiness and identifies technical barriers preventing AI search engines from properly indexing your content.

What are the limitations of GEO audits for AI search engine discoverability?▼

GEO audits focus on technical accessibility, content authority, and agent infrastructure but cannot guarantee specific rankings in AI search results. Success depends on implementing the provided insights, scripts, and AgentFacts schema while maintaining ongoing content optimization.

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