seo-geo

Audit website content for AI Overview citation readiness and crawler accessibility.

8|5|Updated Feb 18, 2026
One-click install
npx skills add https://github.com/shenxingy/Clade --skill seo-geo-shenxingy
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: seo-geo
Source: https://github.com/shenxingy/Clade/tree/main/configs/skills/seo-geo
Command: npx skills add https://github.com/shenxingy/Clade --skill seo-geo-shenxingy

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill helps you optimize a website so it is more likely to be selected and cited in AI-powered search experiences like AI Overviews, ChatGPT web search, and Perplexity.

Core Features & Use Cases

  • Generative Engine Optimization (GEO) audit: evaluates how your content can become citation-ready for AI search surfaces.
  • Passage-level citability scoring: identifies which content blocks are likely to be quoted and used as answers.
  • AI crawler and technical accessibility checks: reviews accessibility constraints like JavaScript execution and llms.txt / robots.txt readiness.
  • Platform-specific optimization guidance: recommends changes based on different citation behavior across Google AI Overviews, ChatGPT, and Perplexity.

Quick Start

Use seo-geo to audit a target page or domain and produce an actionable GEO-ANALYSIS report that includes citability, crawler accessibility, llms.txt status, and the highest-impact content changes.

Frequently Asked Questions about seo-geo

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

FAQPage Schema
How do I optimize my website content for AI Overviews and generative search?

To optimize website content for AI Overviews, you need to assess generative engine optimization readiness by scoring passage-level citability, checking AI crawler accessibility, and implementing schema suggestions to increase citation likelihood.

What is passage-level citability and how does it affect AI search visibility?

Passage-level citability identifies which specific content blocks are likely to be quoted as answers by AI search surfaces. Improving citability involves rewriting content blocks to become structured, authoritative answers optimized for generative engines.

How do I check if my robots.txt and llms.txt files allow AI crawlers?

Checking robots.txt and llms.txt compliance involves reviewing crawler allow and block statuses for AI platforms. An audit produces structured recommendations for llms.txt implementation to ensure technical accessibility for AI search surfaces.

Does generative engine optimization work differently for ChatGPT versus Perplexity?

Generative engine optimization requires platform-specific guidance because citation behavior differs across ChatGPT and Perplexity. A GEO audit analyzes these differences to recommend targeted content changes for each AI search surface.

What is the best way to audit a URL for AI search citation readiness?

The best way to audit a URL for AI search citation readiness is to generate a GEO-ANALYSIS report that evaluates brand and authority signals, technical accessibility constraints like JavaScript execution, and provides concrete rewrite guidance.

What happens if the target URL is unreachable during an AI search readiness audit?

If a target URL is unreachable during an AI search readiness audit, the process includes error handling mechanisms to identify the accessibility failure and report the technical constraints preventing content analysis.