geo-citability

Score web page content for AI citability and provide rewrite suggestions.

9.3k|1.5k|Updated Feb 18, 2026
One-click install
npx skills add https://github.com/zubair-trabzada/geo-seo-claude --skill geo-citability-zubair-trabzada
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: geo-citability
Source: https://github.com/zubair-trabzada/geo-seo-claude/tree/main/skills/geo-citability
Command: npx skills add https://github.com/zubair-trabzada/geo-seo-claude --skill geo-citability-zubair-trabzada

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill helps you optimize your web content to be more easily cited and understood by AI language models, increasing your visibility in AI-driven search results.

Core Features & Use Cases

  • AI Citability Scoring: Analyzes your content's structure, data density, and clarity to provide a score (0-100) indicating how likely AI systems are to cite it.
  • Rewrite Suggestions: Offers specific, actionable advice on how to improve passages that score poorly, focusing on answer-first structure, self-containment, and factual density.
  • Use Case: A content marketer can use this Skill to audit a blog post before publishing, ensuring it's structured to be picked up and cited by AI search engines like Perplexity and ChatGPT, driving more referral traffic.

Quick Start

Analyze the citability of the webpage at https://example.com/your-article.

Frequently Asked Questions about geo-citability

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

FAQPage Schema
How do I optimize content for AI search citations in engines like Perplexity and ChatGPT?

To optimize content for AI search citations, you must analyze your web page's passage structure, data density, and self-containment. Restructuring text to be answer-first and factually dense significantly increases its likelihood of being picked up by AI systems.

What is AI citability scoring and how does it evaluate web pages?

AI citability scoring evaluates web pages by analyzing text structure and data points to generate a 0-100 score. This score indicates how likely AI language models are to discover, understand, and cite your content in search results.

How do I rewrite my blog posts to be more easily cited by AI language models?

To rewrite blog posts for AI language models, apply specific suggestions focused on creating self-contained passages and answer-first structures. Improving factual density in your text ensures AI systems can extract clear, standalone answers.

Does AI search citability require specialized technical knowledge to implement?

AI search citability does not require specialized coding knowledge, as the analysis involves providing a web page URL. The system automatically fetches and parses the content to deliver heuristic scoring and actionable rewrite suggestions.

Why does my web page score poorly for AI search discoverability and citation?

Your web page scores poorly for AI search discoverability due to low data density, fragmented passage structure, or lack of self-containment. Content that buries answers or lacks clear factual statements is rarely extracted by AI search engines.

What is the best way to audit content before publishing for AI search engines?

The best way to audit content for AI search engines is to analyze its citability score and review specific rewrite suggestions. This ensures your article features high data density and self-contained passages before publishing.