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seo-geo

Analyze URLs for AI search visibility and generate GEO readiness reports.

Updated May 5, 2026
Search Tags:#content-optimization#ssr#llms.txt#geo#ai-visibility#ai-overviews#citability
One-click install
npx skills add https://github.com/rothwellmawela-cyber/CoexSEO --skill seo-geo-rothwellmawela-cyber
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: seo-geo
Source: https://github.com/rothwellmawela-cyber/CoexSEO/tree/main/skills/seo-geo
Command: npx skills add https://github.com/rothwellmawela-cyber/CoexSEO --skill seo-geo-rothwellmawela-cyber

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

GEO helps content creators and SEO teams improve AI search visibility by ensuring content is citability-friendly, crawl-accessible, and platform-optimized for AI-driven results.

Core Features & Use Cases

  • GEO readiness assessment for a given URL to evaluate crawlability and citability signals.
  • Brand mentions & citability scoring across AI platforms like AI Overviews, Perplexity, and ChatGPT search.
  • SSR and accessibility checks including robots.txt, llms.txt guidance, and structured data recommendations.
  • Use Case: When launching a new article or product page, run GEO to maximize AI-driven visibility and attribution.

Quick Start

Analyze the target URL to generate a GEO readiness report and actionable optimization 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 search visibility and citability?▼

GEO optimization improves AI search visibility by analyzing target URLs to ensure content is citability-friendly, crawl-accessible, and platform-optimized for AI-driven results. It assesses readiness and generates actionable recommendations.

What is GEO readiness assessment and how does it evaluate AI crawler accessibility?▼

A GEO readiness assessment evaluates a given URL for crawlability and citability signals. It checks SSR-friendly content, robots.txt, and llms.txt guidance to ensure AI crawlers can access and parse your webpages effectively.

Does AI search visibility scoring work for product pages and blogs?▼

Yes, GEO optimization applies to webpages, blogs, and product pages. It scores brand mentions and citability across AI platforms like AI Overviews, Perplexity, and ChatGPT search to maximize attribution for various content types.

Do I need SSR-friendly content and llms.txt guidance to improve AI overviews attribution?▼

Yes, SSR-friendly content and llms.txt guidance are required for GEO optimization. These elements feed cache and downstream workflows, ensuring structured data-ready outputs that AI search experiences can easily crawl and cite.

What's the best way to analyze a URL for structured data recommendations and AI crawler access?▼

The best way to analyze a URL for AI crawler access is to run a GEO readiness report. This generates actionable optimization recommendations, including structured data setups and llms.txt guidance tailored for AI search platforms.

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