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geo-content

Score E-E-A-T signals and AI citability for web content pages.

2|Updated Mar 20, 2026
Search Tags:#content-evaluation#content-quality#eeat#trustworthiness#citability#authoritativeness#topical-authority
One-click install
npx skills add https://github.com/multiplex-ai/muggle-ai-teams --skill geo-content-multiplex-ai
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: geo-content
Source: https://github.com/multiplex-ai/muggle-ai-teams/tree/main/skills/geo-content
Command: npx skills add https://github.com/multiplex-ai/muggle-ai-teams --skill geo-content-multiplex-ai

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Content quality and citability are critical for AI-powered citation. This skill evaluates E-E-A-T signals and structures content to be easily citable by AI systems, helping ensure trustworthy references.

Core Features & Use Cases

  • E-E-A-T scoring across four dimensions (Experience, Expertise, Authoritativeness, Trustworthiness) with a total 100-point score.
  • AI citability readiness assessment ensuring content is structured for AI extraction and citation of claims.
  • Site-wide topical authority evaluation and generation of GEO-CONTENT-ANALYSIS.md to guide improvements.
  • Use cases include evaluating blog posts, product pages, and knowledge base articles for citability and trust.

Quick Start

Point the analyzer at a target URL to generate a GEO-CONTENT-ANALYSIS.md report.

Frequently Asked Questions about geo-content

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

FAQPage Schema
How do I evaluate E-E-A-T signals to improve content trustworthiness?▼

E-E-A-T signals are evaluated across four dimensions—Experience, Expertise, Authoritativeness, and Trustworthiness—using a 100-point scoring system. This generates a GEO-CONTENT-ANALYSIS.md report providing structured assessments and improvement guidance.

What is AI citability and how do I make my content ready for it?▼

AI citability is the readiness of content to be extracted and cited by AI systems. You can assess it by analyzing homepage, blog post, and knowledge-base pages to ensure claims are structured for AI extraction and trustworthy references.

How do I check topical authority across my site for AI citations?▼

Site-wide topical authority is evaluated by analyzing your content to measure trustworthiness and authoritativeness signals. The evaluation generates a GEO-CONTENT-ANALYSIS.md report guiding targeted improvements for better AI citation readiness.

Can I assess product pages and knowledge base articles for content quality?▼

Yes, product pages, blog posts, and knowledge base articles can all be assessed. The analyzer evaluates these page types to structure content for AI extraction and generate improvement guidance based on a 100-point E-E-A-T score.

Does content quality affect how AI systems extract and cite claims?▼

Content quality directly impacts AI citation readiness. Evaluating E-E-A-T signals and structuring claims for AI extraction ensures your homepage and knowledge-base pages are treated as trustworthy references by AI systems.

What's the best way to generate an E-E-A-T improvement report for my blog posts?▼

Point the analyzer at your target URLs to evaluate content trustworthiness and authoritativeness. It generates a GEO-CONTENT-ANALYSIS.md report with a 100-point E-E-A-T score and structured guidance to improve citability.

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