geo-citability

Analyze web page content and generate AI citability scores with rewrite suggestions.

Updated Mar 11, 2026
One-click install
npx skills add https://github.com/stagsz/GeoRank --skill geo-citability-stagsz
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: geo-citability
Source: https://github.com/stagsz/GeoRank/tree/main/skills/geo-citability
Command: npx skills add https://github.com/stagsz/GeoRank --skill geo-citability-stagsz

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill helps content creators and SEO professionals understand and improve how likely AI systems are to cite their web pages, leading to increased visibility and authority in AI-generated content.

Core Features & Use Cases

  • AI Citability Scoring: Analyzes web pages to provide a score (0-100) indicating how quotable the content is for AI models.
  • Detailed Feedback: Offers specific rewrite suggestions based on AI citation preferences, 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 and identify specific passages that need optimization to be more easily cited by AI search engines like Perplexity or ChatGPT.

Quick Start

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

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 page content for AI citations in ChatGPT and Perplexity?

To optimize web page content for AI citations, analyze answer block quality, passage self-containment, structural readability, and statistical density. This generates a citability score and actionable rewrite suggestions tailored for AI systems like ChatGPT, Claude, and Perplexity.

What makes content quotable for generative AI search engines?

Content quotable for generative AI search engines requires high answer block quality, self-contained passages, clear structural readability, strong statistical density, and unique information. Evaluating web pages against these GEO research criteria determines how likely AI models are to cite them.

How do I audit my blog posts for AI visibility?

You audit blog posts for AI visibility by fetching and parsing the web page to evaluate its content against established GEO criteria. The process provides a 0-100 AI citability score and specific feedback on passages needing optimization to increase authority in AI-generated answers.

Can I get specific rewrite suggestions to improve my content's citability score?

Yes, you can get specific rewrite suggestions to improve your content's citability score. The analysis highlights passages failing AI citation preferences and offers detailed feedback on restructuring answer blocks and increasing data density for better AI visibility.

Does AI citability scoring require special web fetching capabilities?

AI citability scoring requires web fetching and parsing capabilities to evaluate live web page content against established GEO research criteria. Without fetching the page URL, the analysis cannot assess structural readability, statistical density, or answer block quality.

What is the best way to increase content uniqueness for AI search engines like Gemini?

The best way to increase content uniqueness for AI search engines like Gemini is to apply rewrite suggestions from a citability analysis. By optimizing passage self-containment and statistical density, content becomes more distinct and likely to be cited by generative AI models.