blog-geo

Evaluate blog content for AI citation readiness across LLM platforms and search engines.

Updated Jun 5, 2026
One-click install
npx skills add https://github.com/smarmen86/claude-code-kit --skill blog-geo-smarmen86
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: blog-geo
Source: https://github.com/smarmen86/claude-code-kit/tree/main/skills/blog-geo
Command: npx skills add https://github.com/smarmen86/claude-code-kit --skill blog-geo-smarmen86

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This skill solves the issue of low visibility in AI-driven search results by auditing content for specific factors that influence how LLMs like ChatGPT, Perplexity, and Google AI Overviews cite and rank information.

Core Features & Use Cases

  • AI Citation Readiness Scoring: Provides a 0-100 score based on passage-level citability, entity clarity, and structured data.
  • Citation Capsule Generation: Automatically drafts 40-60 word, self-contained citation snippets for every section of your post.
  • Platform-Specific Audits: Delivers tailored recommendations for ChatGPT, Perplexity, and Google AI Overviews to maximize your chances of being cited as a primary source.

Quick Start

Run the blog-geo skill on your draft file by typing blog-geo followed by the file path to your blog post.

Frequently Asked Questions about blog-geo

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

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

AI search citation readiness evaluates passage-level citability, entity clarity, and technical crawler accessibility. It generates a 0-100 score and self-contained citation snippets to optimize content for AI-driven discovery across major LLM platforms.

What's the best way to format blog posts for Google AI Overviews?▼

Format blog posts for Google AI Overviews by ensuring passage-level citability, clear entity definitions, and structured data. Platform-specific audits deliver tailored recommendations to maximize your chances of being cited as a primary source.

How do I audit my blog's technical accessibility for AI crawlers?▼

Audit technical crawler accessibility by evaluating passage-level structure and Q&A formatting to improve source attribution. This analysis checks how well major LLM platforms and search engines can parse and cite your content.

Does blog content structure affect AI citation dominance?▼

Blog content structure directly affects AI citation dominance. Evaluating passage-level citability, entity clarity, and structured data influences how LLMs like ChatGPT, Perplexity, and Google AI Overviews cite and rank your information.

Can I generate self-contained citation snippets for my blog sections automatically?▼

You can generate self-contained citation snippets automatically. The process drafts 40-60 word citation capsules for every section of your post, providing ready-to-cite content optimized for AI-driven search engines.