seo-geo

Audit webpages for AI search citability and generate a GEO-ANALYSIS.md report.

6|Updated Apr 3, 2026
One-click install
npx skills add https://github.com/BestLemoon/codex-seo --skill seo-geo-bestlemoon
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: seo-geo
Source: https://github.com/BestLemoon/codex-seo/tree/main/skills/seo-geo
Command: npx skills add https://github.com/BestLemoon/codex-seo --skill seo-geo-bestlemoon

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill helps publishers and SEO teams optimize webpages and content so they are discoverable and citable by AI-driven search experiences (AI Overviews, ChatGPT web search, Perplexity), reducing the guesswork of how LLMs select and cite sources.

Core Features & Use Cases

  • GEO Readiness Scoring: Passage-level citability analysis, optimal passage identification (134–167 words), and structural readability checks to improve AI citation likelihood.
  • Technical & Access Checks: robots.txt and llms.txt detection and recommendations, server-side rendering analysis, and AI crawler allow/block guidance.
  • Platform-Specific Guidance & Reporting: Platform breakdowns for Google AI Overviews, ChatGPT, Perplexity, schema recommendations, and a generated GEO-ANALYSIS.md with prioritized fixes.
  • Use Case: A content team audits product pages to create self-contained answer blocks, add author metadata, and update robots/llms.txt to increase AI citation presence.

Quick Start

Run a GEO readiness audit for https://example.com and generate GEO-ANALYSIS.md with platform-specific scores and prioritized recommendations.

Frequently Asked Questions about seo-geo

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

FAQPage Schema
How do I optimize content for AI-powered search visibility and passage-level citability?

To optimize content for AI-powered search visibility, you need to analyze passage citability, technical access checks like robots.txt, and server-side rendering to ensure LLMs can discover and cite your webpages.

What is the ideal passage length for AI search citation in Perplexity and ChatGPT?

The ideal passage length for AI search citation is 134–167 words. Structuring content into self-contained answer blocks within this range improves passage citability and increases the likelihood of being cited by AI search engines.

Does server-side rendering affect AI crawler access for SEO?

Server-side rendering is critical for AI crawler access because it ensures content is present in the initial HTML response. Evaluating SSR helps AI search engines like Perplexity and ChatGPT parse and cite your webpage without executing JavaScript.

How do I check llms.txt and robots.txt to guide AI crawler allow or block rules?

You can check llms.txt and robots.txt by performing a technical SEO audit that detects these files and provides actionable recommendations for AI crawler allow or block guidance, ensuring your site is accessible to AI search platforms.

Can I generate a GEO-ANALYSIS report with platform-specific breakdowns for Google AI Overviews?

Yes, you can generate a GEO-ANALYSIS.md report that includes platform-specific breakdowns for Google AI Overviews, ChatGPT, and Perplexity, providing prioritized fixes and schema recommendations to improve overall AI search readiness.

What is GEO readiness scoring and how does it evaluate brand mentions and schema?

GEO readiness scoring evaluates how discoverable your content is by AI models. It analyzes brand mentions, schema recommendations, and structural readability to output a comprehensive report with actionable fixes for AI search platforms.