blog-geo

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

8|5|Updated Feb 18, 2026
One-click install
npx skills add https://github.com/shenxingy/Clade --skill blog-geo-shenxingy
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: blog-geo
Source: https://github.com/shenxingy/Clade/tree/main/configs/skills/blog-geo
Command: npx skills add https://github.com/shenxingy/Clade --skill blog-geo-shenxingy

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

It helps you audit a blog post to see how likely it is to be cited by AI systems like ChatGPT, Perplexity, and Google AI Overviews, so you can fix citability gaps before publishing or re-sharing.

Core Features & Use Cases

  • AI Citation Readiness audit scoring: Produces a 0-100 score by evaluating passage-level citability, Q&A formatting, entity clarity, content structure, and AI crawler accessibility.
  • Citation capsule generation: Creates platform-ready 40–60 word citation capsules for each H2 section that authors can embed directly.
  • Platform-specific recommendations: Provides tailored improvements for ChatGPT, Perplexity, and Google AI Overviews based on each platform’s citation preferences.
  • Use case: You suspect your post is “ignored” by AI answers or AI Overviews, and you want a concrete checklist of structural and technical changes to improve chances of being quoted.

Quick Start

Use the blog-geo skill to generate a citation readiness audit and citation capsules for the blog file you provide.

Frequently Asked Questions about blog-geo

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

FAQPage Schema
How do I check if my blog post is ready for AI citation by ChatGPT and Perplexity?

AI citation readiness is determined by auditing passage-level extractability, Q&A formatting, entity clarity, and content structure. A 0-100 score is calculated to show how likely ChatGPT, Perplexity, and Google AI Overviews will quote your blog post.

What is the best way to optimize blog content for Google AI Overviews?

Optimizing blog content for Google AI Overviews requires improving structural citability signals, adding Q&A formatting, and ensuring clear H2 sections. Platform-specific recommendations help tailor content to match each AI system's citation preferences.

Can I generate a citation capsule for each section of my blog?

You can generate 40-60 word citation capsules for each H2 section of your blog. These platform-ready capsules can be embedded directly into your content to help ChatGPT, Perplexity, and Gemini extract and quote passages accurately.

Why does my blog post get ignored by AI answers and AI Overviews?

Blog posts get ignored by AI answers when they lack passage-level extractability, Q&A formatting, or entity clarity. An AI citation readiness audit identifies these specific citability gaps and outputs a concrete checklist of structural changes to improve visibility.

Does blog optimization for AI crawlers require structured data?

Blog optimization for AI crawlers relies heavily on structured data, clear content structure, and Q&A formatting. Evaluating these citability signals ensures AI systems like ChatGPT and Perplexity can parse your blog and extract relevant passages for citation.