geo-citability

Analyze web page content and score AI citability with rewrite suggestions.

Updated Mar 3, 2026

Search Tags:#claude #content optimization #seo #perplexity #ai content #ai search #citability

Ready to run

npx skills add https://github.com/cwpete61/Orbis_GEO --skill geo-citability-cwpete61

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: geo-citability
Source: https://github.com/cwpete61/Orbis_GEO/tree/main/skills/geo-citability
Command: npx skills add https://github.com/cwpete61/Orbis_GEO --skill geo-citability-cwpete61

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill helps content creators and SEO professionals improve how often their web pages are cited by AI search engines by analyzing and scoring content based on AI citation preferences.

Core Features & Use Cases

AI Citability Scoring: Assigns a score (0-100) to web content based on its likelihood of being cited by AI models like ChatGPT, Claude, and Perplexity.
Rewrite Suggestions: Provides actionable recommendations to enhance content for better AI citability, focusing on answer block quality, self-containment, structure, and data density.
Use Case: A marketing team can use this Skill to audit their blog posts, identify sections that AI models are unlikely to quote, and receive specific guidance on how to rewrite those sections to increase their chances of being featured in AI-generated answers.

Quick Start

Analyze the citability of the webpage at 'https://example.com/my-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 web content for AI search engines like ChatGPT and Perplexity?▼

AI citability scoring evaluates web content likelihood of being cited by AI models, assigning a 0-100 score based on answer block quality, structure, and data density. It measures how readily systems like ChatGPT or Perplexity can extract and quote self-contained factual passages.

How do I analyze my blog posts to see if AI models will cite them?▼

You can audit blog posts by fetching the page URL to evaluate content structure and answer block quality. This process identifies sections AI models are unlikely to quote and provides actionable rewrite suggestions to increase self-containment and data density.

Does content structure affect how often Claude or ChatGPT quotes my web pages?▼

Content structure heavily influences AI citations because models prefer answer-first presentation and self-contained passages. Optimizing structural elements and factual density ensures AI search engines can easily parse and confidently quote your web pages as authoritative sources.

What is the best way to rewrite web content for AI search citations?▼

The best way to rewrite content for AI search citations is to improve answer block quality, self-containment, and data density. Restructuring passages to present answers first ensures AI systems like Perplexity and Claude can seamlessly extract and reference your material.

Can I use a URL to check my article's AI citability score?▼

Yes, you can evaluate an article's AI citability score by providing the webpage URL for content parsing. This requires web fetching capabilities to extract the text, evaluate it against AI citation preferences, and return a 0-100 score with specific rewrite recommendations.