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.