seo-geo

Analyze web content for generative engine optimization and AI search visibility.

2|1|Updated May 17, 2026
One-click install
npx skills add https://github.com/rakibulism/agent-skills-os --skill seo-geo-rakibulism
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: seo-geo
Source: https://github.com/rakibulism/agent-skills-os/tree/main/skills/seo-geo
Command: npx skills add https://github.com/rakibulism/agent-skills-os --skill seo-geo-rakibulism

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill helps you evaluate and improve how content appears in AI-powered search experiences like Google AI Overviews, ChatGPT search, Perplexity, and Bing Copilot. It focuses on making pages more likely to be cited, mentioned, and surfaced by generative engines.

Core Features & Use Cases

  • GEO readiness analysis: Scores content for citability, structure, authority, multimodal support, and technical accessibility.
  • Crawler and indexing review: Checks AI crawler access, robots.txt behavior, and llms.txt presence and recommendations.
  • Content optimization guidance: Recommends schema, passage rewrites, headings, and brand-mention improvements for better AI visibility.
  • Use case: A marketing team can submit a product page URL and get a prioritized GEO report with specific fixes to improve AI citations and search discoverability.

Quick Start

Analyze this URL for AI search visibility and generate the GEO-ANALYSIS.md 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 web content for AI search visibility in Google AI Overviews and Perplexity?

To optimize for AI search visibility, you need to analyze content for generative engine optimization factors like brand mentions, crawler access, passage citability, structured data, and server-side rendering. This process evaluates how likely AI engines are to cite your pages.

What is generative engine optimization and how does it improve ChatGPT search citations?

Generative engine optimization (GEO) improves ChatGPT search citations by scoring content for citability, technical accessibility, and authority. It ensures pages have proper schema, passage rewrites, and AI crawler access so generative engines can easily surface and mention the content.

How do I check if my robots.txt and llms.txt allow AI crawler access?

Checking AI crawler access involves reviewing robots.txt behavior and verifying llms.txt presence. A thorough GEO readiness analysis evaluates these configurations to ensure AI bots can crawl, index, and cite your web pages without technical blocks.

Does my product page need server-side rendering to appear in Bing Copilot search results?

Server-side rendering is evaluated as part of a GEO readiness analysis because it ensures AI crawlers can access fully rendered content. While not the only factor, proper rendering alongside structured data and crawler access improves your chances of appearing in Bing Copilot.

What is the best way to improve passage citability for AI search engines?

The best way to improve passage citability is through content optimization guidance that recommends specific passage rewrites and heading improvements. This makes individual text passages clearer and more authoritative for generative engines to extract and cite.

How do I generate a prioritized GEO report with specific fixes for my web pages?

You can generate a prioritized GEO report by submitting your page URL for analysis. The evaluation produces a GEO-ANALYSIS.md file containing actionable recommendations for schema, brand mentions, and crawler access improvements to boost AI discoverability.