geo

Audit and rewrite web content for citation by AI engines.

Updated Aug 30, 2025

Search Tags:#source-citations #geo #content-audit #ai-citation #ai-visibility #generative-engine-optimization

Ready to run

npx skills add https://github.com/Pixoraft/YuvaLab --skill geo-pixoraft

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: geo
Source: https://github.com/Pixoraft/YuvaLab/tree/main/.local/secondary_skills/geo
Command: npx skills add https://github.com/Pixoraft/YuvaLab --skill geo-pixoraft

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

GEO helps content creators optimize pages so AI engines such as ChatGPT, Perplexity, and Google AI Overviews surface and cite them as sources, rather than relying on traditional rankings alone.

Core Features & Use Cases

GEO signals include statistics, expert quotes, fluent writing, and authoritative citations to maximize AI visibility.
It provides a framework for auditing existing content, rewriting for AI readiness, and planning new content that AI models can extract and cite.
Use cases include audits, content rewrites, and GEO roadmaps for brands seeking AI visibility.

Quick Start

Rewrite a page to GEO-ready by inserting a direct answer block in the first 40-60 words, adding data points and quotes, and citing sources.

Frequently Asked Questions about geo

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

FAQPage Schema

What is generative engine optimization and how does it improve AI visibility?▼

Generative engine optimization is the process of structuring web content with direct answers, data points, and expert quotes so AI engines like ChatGPT and Perplexity surface and cite it as a source.

How do I optimize web content to get cited by ChatGPT and Perplexity?▼

To optimize web content for AI citations, insert a direct answer block in the first 40-60 words, add data points and expert quotes, enforce clear heading hierarchy, and include inline source citations.

Can I use generative engine optimization for product pages and knowledge bases?▼

Yes, generative engine optimization applies to product pages, knowledge bases, blogs, and brand sites by developing GEO roadmaps and rewriting existing pages to maximize AI-backed visibility.

Why does my web content not get cited by Google AI Overviews?▼

Web content may not get cited by Google AI Overviews if it lacks direct answer blocks, fluent writing, authoritative citations, clear heading hierarchy, and up-to-date information required for AI extraction.