geo-citability

A platform-neutral operating system for drones and robotsUTE, providing scalable deployment, runtime management and a full API toolkitUTE.

25|15|Updated Jun 1, 2026
One-click install
npx skills add https://github.com/joanby/geo-seo-claude --skill geo-citability-joanby
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: geo-citability
Source: https://github.com/joanby/geo-seo-claude/tree/main/skills/geo-citability
Command: npx skills add https://github.com/joanby/geo-seo-claude --skill geo-citability-joanby

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This tool analyzes webpage content to determine how likely AI systems (ChatGPT, Claude, Perplexity, Gemini) will cite or extract passages, and it provides a structured citability score to guide rewriting.

Core Features & Use Cases

  • Score passages on citability (0-100) and identify extractable, autocontained sections.
  • Evaluate structural readability, data density, and explicit definitions to maximize AI citation likelihood.
  • Use cases include blog posts, product pages, and technical docs where precise extraction by AI is desirable.

Quick Start

Run the citability analysis on a target URL and receive a score plus rewrite recommendations.

Frequently Asked Questions about geo-citability

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

FAQPage Schema
How do I check if AI models will cite my webpage content?

To check AI citability, analyze your webpage content to quantify how likely AI systems are to extract passages verbatim. This process outputs a numeric citability score from 0-100 alongside actionable rewrite recommendations to improve extraction likelihood.

What is AI citability and how does it affect blog posts and documentation?

AI citability measures how likely AI systems are to cite or excerpt your blog posts and documentation. It evaluates structural readability, data density, and explicit definitions to identify autocontained passages that language models can easily extract.

How do I improve my content for AI search engines and citation?

Improve content for AI citation by applying rewrite recommendations generated from a per-block analysis. These actionable suggestions help transform standard marketing pages into precise, autocontained passages that maximize your citability score.

Can I analyze marketing pages to find extractable passages for AI systems?

Yes, you can analyze marketing pages to identify extractable, autocontained sections. The analysis evaluates structural readability and data density to pinpoint exactly which passages AI models like ChatGPT and Claude will likely extract.

What is the best way to quantify how likely AI is to excerpt my content?

The best way to quantify AI excerpt likelihood is using a citability score ranging from 0-100. This score is generated through per-block analysis of your webpage, evaluating structural readability and explicit definitions to guide content optimization.