skills.rest
mohamednegm0
mohamednegm0COMMUNITY
Explore all skills by this author →
GitHub

blog-geo

Assess blog posts for AI citation readiness and generate citation capsules.

Updated Apr 6, 2026
Search Tags:#seo#chatgpt#perplexity#content-audit#ai-citation#citability#google-ai
One-click install
npx skills add https://github.com/mohamednegm0/Musahm-Vault-GTM --skill blog-geo-mohamednegm0
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: blog-geo
Source: https://github.com/mohamednegm0/Musahm-Vault-GTM/tree/main/.claude/skills/claude-blog/skills/blog-geo
Command: npx skills add https://github.com/mohamednegm0/Musahm-Vault-GTM --skill blog-geo-mohamednegm0

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Many blog posts are not structured or formatted in a way that AI systems can reliably cite; this Skill audits content to surface extractable passages, structural gaps, and technical blockers that reduce AI citability across ChatGPT, Perplexity, and Google AI Overviews.

Core Features & Use Cases

  • AI Citation Scoring: Computes a 0-100 AI Citation Readiness score using weighted subcategory mapping across passage-level citability, Q&A formatting, entity clarity, extraction-friendly structure, and crawler accessibility.
  • Citation Capsules: Generates 40-60 word, self-contained citation capsules for each H2 that AI systems can quote directly.
  • Platform Recommendations: Produces platform-specific optimizations for ChatGPT, Perplexity, and Google AI Overviews and technical guidance for robots, schema, and static rendering.
  • Use Cases: SEO/content teams preparing posts for AI discovery, editors improving citability before publication, and analysts auditing archive content for republishing.

Quick Start

Analyze the attached blog post for AI citation readiness and produce a full AI Citation Readiness report with per-section citation capsules.

Frequently Asked Questions about blog-geo

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

FAQPage Schema
How do I optimize my blog posts for AI citations in ChatGPT and Perplexity?▼

To optimize blog posts for AI citations, you must assess passage-level citability, heading structure, and schema markup. This Skill audits content and generates 40-60 word self-contained citation capsules per H2 for AI systems to quote directly.

What is an AI Citation Readiness score and how is it calculated?▼

An AI Citation Readiness score is a 0-100 metric evaluating content extractability for AI systems. It calculates using weighted subcategory mapping across passage-level citability, Q&A formatting, entity clarity, extraction-friendly structure, and crawler accessibility.

How do I check if my blog content is extractable for Google AI Overviews?▼

Checking blog content extractability for Google AI Overviews involves analyzing robots directives, schema markup, and static rendering. This Skill produces platform-specific technical guidance to ensure your posts are crawlable and structurally ready for AI discovery.

Does blog-geo require Google Search Console credentials to audit content?▼

Google Search Console credentials are not required to audit content for AI citability. This Skill optionally queries Google Search Console when credentials are available, but core citation scoring and capsule generation function without any external API dependencies.

Why does my blog post structure prevent AI systems from citing my content?▼

Blog post structure prevents AI citations when content lacks extractable passages, clear entity formatting, or proper heading hierarchy. This Skill identifies structural gaps and technical blockers like missing schema markup or restrictive robots directives that reduce AI citability.

Can I use this Skill to audit archived blog content for republishing?▼

You can audit archived blog content for republishing by running a full AI Citation Readiness report. This Skill surfaces extractable citation passages and identifies technical blockers across ChatGPT, Perplexity, and Google AI Overviews to prepare older posts for AI discovery.

Related Skills

Explore More Content & Communication Skills→
captaindevvcaptaindevv

blog-geo

Audit HTML and Markdown blog posts for AI citation readiness and generate platform-specific citation capsules.

Community
Advanced
bykoleksii-hardobykoleksii-hardo

blog-geo

Audit blog posts for AI citation readiness and generate a 0-100 score.

Community
Advanced
wpgauravwpgaurav
14

koray

Apply Koray Tugberk Gubur's semantic SEO framework to on-page content.

Community
Advanced
xenitV1xenitV1
132

geo-fundamentals

Audit web content for AI citation readiness using structured data checks.

Community
Basic