seo-geo

Analyze website content and technical infrastructure for AI search visibility.

Updated Jun 5, 2026
One-click install
npx skills add https://github.com/smarmen86/claude-code-kit --skill seo-geo-smarmen86
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: seo-geo
Source: https://github.com/smarmen86/claude-code-kit/tree/main/skills/seo-geo
Command: npx skills add https://github.com/smarmen86/claude-code-kit --skill seo-geo-smarmen86

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This skill addresses the challenge of visibility in AI-powered search experiences like Google AI Overviews, ChatGPT, and Perplexity, where traditional SEO metrics often fail to capture how LLMs select and cite content.

Core Features & Use Cases

  • GEO Readiness Auditing: Evaluates content against citability, structural readability, and authority signals to maximize the chance of being cited by AI models.
  • AI Crawler Management: Analyzes robots.txt and technical accessibility to ensure your site is discoverable by major AI bots like GPTBot and ClaudeBot.
  • Brand & Entity Analysis: Measures brand mention strength across platforms like Reddit and Wikipedia, which correlate more strongly with AI visibility than traditional backlinks.

Quick Start

Run the seo-geo skill by providing the target URL to receive a comprehensive analysis of your site's AI search visibility and actionable optimization steps.

Frequently Asked Questions about seo-geo

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

FAQPage Schema
How do I optimize website content for AI search engines and LLM-powered discovery?

To optimize website content for AI search engines, you must analyze passage-level citability, brand entity signals, and AI crawler accessibility. This evaluates content against Generative Engine Optimization standards to maximize visibility in AI Overviews.

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

Generative Engine Optimization is the process of aligning content and technical infrastructure for LLM-powered discovery. It differs from traditional SEO by focusing on passage-level citability and brand entity signals across platforms like Reddit, rather than traditional backlinks.

How do I check if my site is accessible to AI crawlers like GPTBot and ClaudeBot?

To check site accessibility for AI crawlers like GPTBot and ClaudeBot, analyze your robots.txt and technical configuration. This ensures your domain is discoverable by major AI bots and properly configured for AI-driven traffic.

Does brand entity analysis on Reddit and Wikipedia improve AI search visibility?

Brand entity analysis on Reddit and Wikipedia improves AI search visibility because LLMs weigh brand mention strength on these platforms more strongly than traditional backlinks. Measuring these authority signals aligns content with modern discovery tools.

What is the best way to increase content citability in Google AI Overviews and Perplexity?

The best way to increase content citability in Google AI Overviews and Perplexity is evaluating structural readability and authority signals. Providing specific recommendations for content reformatting and schema implementation further enhances AI-driven traffic.