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seo-geo

Analyze web content for Generative Engine Optimization readiness across AI search platforms.

Updated Jun 5, 2026
Search Tags:#seo#content-strategy#geo#ai-search#llm-optimization#ai-overviews
One-click install
npx skills add https://github.com/0xRayAI/xray --skill seo-geo-0xrayai
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: seo-geo
Source: https://github.com/0xRayAI/xray/tree/main/integrations/claude-seo/seo-geo
Command: npx skills add https://github.com/0xRayAI/xray --skill seo-geo-0xrayai

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill addresses the challenge of ranking in AI-powered search experiences like Google AI Overviews, ChatGPT, and Perplexity, where traditional SEO metrics like backlinks are often secondary to citability and entity authority.

Core Features & Use Cases

  • GEO Readiness Analysis: Evaluates content against passage-level citability, structural readability, and brand authority signals.
  • Crawler & Technical Audit: Checks for llms.txt compliance, server-side rendering, and AI crawler accessibility.
  • Use Case: Use this skill to audit a landing page before a major product launch to ensure it is optimized for AI citation and visibility across major LLM-powered search platforms.

Quick Start

Run the seo-geo skill to generate a comprehensive GEO readiness report for the current domain and identify top-impact content improvements.

Frequently Asked Questions about seo-geo

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

FAQPage Schema
What is Generative Engine Optimization and how does it differ from traditional SEO?▼

Generative Engine Optimization (GEO) targets visibility in AI-powered search platforms like Google AI Overviews and Perplexity. Unlike traditional SEO, GEO prioritizes passage-level citability, brand entity signals, and structural readability over backlinks.

How do I optimize content for Google AI Overviews and ChatGPT citations?▼

To optimize content for Google AI Overviews and ChatGPT citations, you need to improve passage-level citability, enhance structural readability, and strengthen brand entity authority signals. Running a GEO readiness analysis identifies specific actionable improvements.

Can I use llms.txt configuration to control AI crawler accessibility?▼

Yes, configuring llms.txt helps manage AI crawler accessibility and server-side rendering for search platforms. An AI crawler audit checks your domain's llms.txt compliance to ensure LLM-powered search engines can properly access and parse your web content.

What's the best way to audit a landing page for AI search visibility?▼

The best way to audit a landing page for AI search visibility is running a GEO readiness analysis. This evaluates your content against citability scores, technical accessibility for AI crawlers, and brand authority signals to maximize AI-referred traffic.

Why does my content rank in regular search but not appear in Perplexity or AI Overviews?▼

Your content may not appear in Perplexity or AI Overviews because it lacks sufficient passage-level citability, proper schema implementation, or technical accessibility for AI crawlers. Traditional SEO metrics like backlinks are often secondary to entity authority in LLM optimization.

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