geo

Audit and rewrite content to improve AI engine citability.

Updated Feb 9, 2026
One-click install
npx skills add https://github.com/soq123/SE3354-Calo-fit --skill geo-soq123
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: geo
Source: https://github.com/soq123/SE3354-Calo-fit/tree/main/.local/secondary_skills/geo
Command: npx skills add https://github.com/soq123/SE3354-Calo-fit --skill geo-soq123

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

GEO helps content creators and teams improve the likelihood that AI engines cite and surface their content, turning pages into credible sources for AI-generated answers.

Core Features & Use Cases

  • Audit and rewrite existing content to improve direct answerability, structure, and depth.
  • Build cross-platform GEO strategies that boost citations on ChatGPT, Google AI Overviews, Perplexity, and other AI copilots.
  • Plan and execute content maps that increase stats, quotes, and authority signals for higher AI visibility.

Quick Start

Audit a page for GEO readiness and apply the three-step rewrite checklist to improve AI citability.

Frequently Asked Questions about geo

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

FAQPage Schema
How do I optimize content for AI citations in Google AI Overviews and Perplexity?

To optimize content for AI citations, you need to structure pages with direct answer blocks, data-backed claims, and clear headings. This GEO process audits and rewrites existing content to maximize surfaceability across AI engines like ChatGPT and Perplexity.

What makes a blog post or knowledge base page highly citable by AI engines?

A highly citable page features direct answer blocks, structured headings, freshness signals, and data-backed claims. GEO workflows audit these elements to ensure your content provides authoritative, direct answers that AI copilots prefer to surface.

How do I audit my existing content for AI search readiness?

You audit content for AI search readiness by evaluating its direct answerability, structural depth, and authority signals using a GEO checklist. This identifies gaps in stats and quotes needed to improve visibility on platforms like Google AI Overviews and Claude.

Does cross-platform GEO strategy work for both documentation and product pages?

Yes, cross-platform GEO strategy applies to documentation, product pages, and blog posts. It systematically increases AI visibility by adding authority signals and direct answer blocks tailored for engines like Bing Copilot and ChatGPT across all content types.

What is the best way to rewrite content for ChatGPT and Bing Copilot?

The best way to rewrite content for ChatGPT and Bing Copilot is applying a three-step GEO checklist that focuses on direct answerability, data-backed claims, and structured headings. This ensures your pages meet the specific formatting needs of AI engines.

Why does my content not surface in AI generated answers?

Your content may not surface in AI generated answers due to missing direct answer blocks, weak freshness signals, or insufficient data-backed claims. A GEO audit identifies these structural depth and authority signal gaps preventing AI engine citations.