blog-geo

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

Updated Apr 25, 2026
One-click install
npx skills add https://github.com/bykoleksii-hardo/hardo-app --skill blog-geo-bykoleksii-hardo
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: blog-geo
Source: https://github.com/bykoleksii-hardo/hardo-app/tree/main/.claude/skills/blogskills/blog-geo
Command: npx skills add https://github.com/bykoleksii-hardo/hardo-app --skill blog-geo-bykoleksii-hardo

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) and assets (resource) components.

What problem does it solve?

This Skill helps users ensure their blog content is well-prepared for citation by AI systems, improving its chances of being referenced and recognized by platforms like ChatGPT, Perplexity, and Google AI Overviews.

Core Features & Use Cases

  • AI Citation Optimization Audit: Scores blog posts for AI citation readiness across various platforms.
  • Citation Capsule Generation: Generates citation capsules and a 0-100 AI Citation Readiness score.
  • Platform-Specific Analysis: Evaluates the post for each AI platform's citation preferences.
  • Technical Recommendations: Provides technical recommendations for AI crawler accessibility.

Quick Start

Analyze the citation readiness of your blog post by running the 'blog-geo' skill with the file path as an argument.

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 need to audit passage-level citability, Q&A formatting, and entity clarity. This Skill evaluates static HTML content and schema markup to generate a 0-100 AI Citation Readiness score and citation capsules tailored for platforms like ChatGPT and Perplexity.

What is AI citation readiness and why does my blog content need it?

AI citation readiness measures how easily AI systems like Google AI Overviews can reference your blog content. It involves structuring posts with clear entities, Q&A formatting, and accessible schema markup so AI platforms can parse, understand, and accurately cite your information.

How do I check if my blog's HTML and schema markup are ready for AI crawlers?

You can check AI crawler accessibility by running a citation readiness audit on your static HTML content and schema markup. The analysis evaluates technical accessibility and provides specific recommendations to ensure AI platforms can successfully crawl and cite your blog posts.

Does AI citation optimization require structured data and schema markup?

Yes, AI citation optimization requires static HTML content and schema markup for analysis. Structured data is evaluated as part of the audit to ensure entity clarity and technical accessibility, which are critical for AI platforms like Perplexity and Google AI Overviews to parse and reference your blog.

What's the best way to format blog passages for AI search engines?

The best way to format blog passages for AI search engines is to use clear Q&A formatting and ensure entity clarity within your static HTML. This Skill audits these specific elements and generates citation capsules to maximize your content's citability across various AI platforms.

Can I get a platform-specific citation analysis for Google AI Overviews?

Yes, you can get platform-specific citation analysis for Google AI Overviews. The audit evaluates your blog post against each AI platform's specific citation preferences, providing targeted technical recommendations and a comprehensive 0-100 readiness score.