blog-geo

Audits blog posts for AI citation readiness and generates citation capsules with a 0-100 score.

Updated Jul 10, 2026
One-click install
npx skills add https://github.com/captaindevv/SEO-ajaypipes --skill blog-geo-captaindevv
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: blog-geo
Source: https://github.com/captaindevv/SEO-ajaypipes/tree/main/skills/blog-geo
Command: npx skills add https://github.com/captaindevv/SEO-ajaypipes --skill blog-geo-captaindevv

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve? Blog content often fails to get cited by AI assistants like ChatGPT, Perplexity, and Google AI Overviews because it lacks extractable passages, Q&A formatting, and proper schema. This Skill audits a blog post against AI citation criteria and produces a scored report with concrete fixes. ## Core Features & Use Cases - AI Citation Readiness Audit: Scores posts across five categories (passage citability, Q&A formatting, entity clarity, content structure, AI crawler accessibility) mapped to a 0-100 score. - Citation Capsule Generation: Writes 40-60 word self-contained, quotable passages for each H2 section that AI systems can directly cite. - Platform-Specific Recommendations: Evaluates citability for ChatGPT, Perplexity, and Google AI Overviews with tailored improvement suggestions. - Use Case: A content marketer runs the audit on an underperforming blog post, receives a 58/100 score, and applies the generated citation capsules and FAQ restructuring to improve AI visibility. ## Quick Start Run the blog-geo audit on my blog post at content/pipe-guide.md and give me the AI Citation Readiness score with 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 a blog post for ChatGPT and Perplexity citations?▼

Run an AI citation readiness audit that checks passage-level citability, Q&A formatting, entity clarity, content structure, and crawler accessibility. The audit scores each area and generates quotable citation capsules for every H2 section.

What is an AI Citation Readiness score?▼

It is a 0-100 score computed from five weighted categories: passage citability (27 pts), Q&A formatting (20), entity clarity (20), content structure (20), and crawler accessibility (13). Scores of 90+ indicate high citability by AI systems.

What is a citation capsule in GEO content optimization?▼

A citation capsule is a 40-60 word self-contained passage with a specific claim, data point, and source attribution that AI assistants can directly quote. One capsule is generated per H2 section of the audited post.

Does this audit affect Google search rankings?▼

No, this audit only covers AI citation readiness for ChatGPT, Perplexity, Claude, Gemini, and Google AI Overviews. For combined Google SEO and AI optimization work, a separate blog-rewrite skill is recommended.

Why is my blog post not being cited by AI assistants?▼

Common causes include missing 120-180 word self-contained passages, headings not phrased as questions, absent FAQ schema, blocked AI crawlers in robots.txt, and stale content. The audit identifies which of these factors apply to your post.