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geo-citability

Score web page passages for AI citability and generate rewrite suggestions.

Updated Dec 17, 2025
Search Tags:#nlp#web-content#content-analysis#ai-citation#citability#rewrite-suggestions
One-click install
npx skills add https://github.com/eprouveze/HealthPulse --skill geo-citability-eprouveze
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: geo-citability
Source: https://github.com/eprouveze/HealthPulse/tree/main/.agent/skills/geo-citability
Command: npx skills add https://github.com/eprouveze/HealthPulse --skill geo-citability-eprouveze

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

The GEO citability skill evaluates how likely AI systems (ChatGPT, Claude, Perplexity, Gemini) are to extract and quote passages from a web page, providing a clear citability score and targeted rewrite guidance to improve extractability.

Core Features & Use Cases

  • A structured Citability Scoring Rubric with categories such as Answer Block Quality, Passage Self-Containment, Structural Readability, Statistical Density, and Uniqueness & Original Data.
  • End-to-end content analysis: fetches and parses page content, segments it into blocks by headings, scores each block, and generates per-block and page-level reports with actionable rewrite recommendations.
  • Output delivers a ready-to-use report and strategic guidance to optimize content for AI citability across different contexts (marketing pages, articles, product docs).

Quick Start

Provide a target URL to analyze and receive a GEO citability report with block-level scores and rewrite suggestions.

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 my web content is citable by AI systems like ChatGPT and Perplexity?▼

To check AI citability, provide a target URL for analysis. The skill fetches and parses the page, segments content into blocks by headings, and scores each block to predict how likely AI systems are to extract and quote your passages.

What makes a passage easily extractable for AI search engines?▼

Passage self-containment, structural readability, answer block quality, and statistical density determine extractability. The skill evaluates these categories using a structured scoring rubric to quantify how easily AI systems can extract and quote your web content.

How do I optimize my blog posts and product pages for AI citations?▼

Optimize content for AI citations by analyzing the target URL to receive a block-level citability report with actionable rewrite suggestions. This guides optimization across marketing pages, research articles, and product documentation.

Can I analyze the content structure of a live web page for AI quote extraction?▼

Yes, you can analyze live web pages by providing a target URL. The skill fetches the page content, parses it, and segments it into blocks by headings to evaluate structural readability and predict extractability for AI systems.

Does this citability analysis work for research articles and marketing content?▼

Citability analysis works for research articles, marketing content, product pages, and blog posts. It delivers a ready-to-use report with strategic guidance to optimize various content contexts for AI extractability.

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