seo-geo

Evaluate webpage citability for AI search crawlers and generate GEO readiness recommendations.

38|2|Updated Mar 29, 2026
One-click install
npx skills add https://github.com/WebDevPeterGriffin/The-VibeCode-Bible --skill seo-geo-webdevpetergriffin
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: seo-geo
Source: https://github.com/WebDevPeterGriffin/The-VibeCode-Bible/tree/main/.agent/skills/claude-seo/skills/seo-geo
Command: npx skills add https://github.com/WebDevPeterGriffin/The-VibeCode-Bible --skill seo-geo-webdevpetergriffin

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill helps you optimize webpages so they are more likely to be cited and surfaced by AI-driven search experiences like AI Overviews (SGE), ChatGPT web search, and Perplexity.

Core Features & Use Cases

  • Passage-level citability scoring to shape answer blocks that AI systems can quote accurately.
  • AI crawler accessibility checks including robots.txt guidance and llms.txt compliance.
  • Platform-specific optimization guidance for how different AI platforms select and cite sources, with brand mention signal strategy.

Quick Start

Ask for a GEO optimization pass by giving the target page URL you want analyzed, for example: "Run GEO analysis for https://example.com/my-page."

Frequently Asked Questions about seo-geo

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

FAQPage Schema
How do I optimize my webpages for AI Overviews and generative search citations?

To optimize for AI Overviews, you need Generative Engine Optimization (GEO) to shape answer-ready passages and evaluate AI crawler access. This process produces a GEO readiness workflow with passage-level citability scoring and prioritized content recommendations.

What is passage-level citability and how does it affect AI search visibility?

Passage-level citability is the evaluation of how easily AI search platforms can extract and quote your content as accurate answer blocks. Improving citability involves structuring your content into clear, answer-ready sections that generative engines can confidently select and reference.

How do I check if AI crawlers can access my site for generative search results?

Checking AI crawler accessibility involves evaluating your robots.txt rules and implementing llms.txt compliance to ensure generative crawlers can access your content. This technical accessibility check identifies barriers preventing AI platforms from indexing your pages.

Does my website need an llms.txt file to improve AI search visibility?

An llms.txt file improves AI search visibility by providing specific guidance for generative crawlers accessing your site. Combining llms.txt compliance with proper robots.txt configuration ensures AI platforms like ChatGPT and Perplexity can efficiently discover your content.

What is the best way to get my content cited by ChatGPT web search and Perplexity?

The best way to get cited by AI platforms is applying platform-specific optimization guidance and brand mention signal strategies. A GEO readiness workflow evaluates how different AI platforms select sources and provides prioritized recommendations to improve your citation chances.

Can I run a GEO analysis for a single target page URL?

You can run a GEO analysis for a single target page by providing the specific URL you want evaluated. The analysis produces a GEO readiness workflow including crawler detection, platform breakdown scoring, and prioritized change recommendations for that page.