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seo-geo

Identify and implement GEO signals to improve AI Overviews visibility.

Updated Apr 15, 2026
Search Tags:#llms-txt#ai-search#brand-mentions#ai-overviews#geo-optimization#citability
One-click install
npx skills add https://github.com/pecorapromotionsllc-cell/voxmerch --skill seo-geo-pecorapromotionsllc-cell
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: seo-geo
Source: https://github.com/pecorapromotionsllc-cell/voxmerch/tree/main/voxmerch-marketing-site/external-skills/claude-seo-main/skills/seo-geo
Command: npx skills add https://github.com/pecorapromotionsllc-cell/voxmerch --skill seo-geo-pecorapromotionsllc-cell

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Optimizes content for AI Overviews, ChatGPT web search, Perplexity, and other AI-powered search experiences by applying GEO signals to improve discoverability and citability.

Core Features & Use Cases

  • GEO signal mapping for AI visibility
  • Brand-mention analysis and platform-specific optimization
  • llms.txt compliance checks and content structuring
  • Use Case: Convert a product page into GEO-optimized content ready for AI search and citations.

Quick Start

Provide a target URL to generate GEO-optimized content guidance for AI visibility.

Frequently Asked Questions about seo-geo

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

FAQPage Schema
How do I optimize content for AI Overviews and ChatGPT web search?▼

GEO optimization improves AI visibility by applying structured content signals, llms.txt compliance, and passage-level citability scoring to your pages. This ensures your content is easily extracted and cited by AI search platforms.

What is llms.txt compliance and how does it affect AI search visibility?▼

llms.txt compliance involves structuring content specifically for large language models to ensure accurate crawling and extraction. It is a required GEO signal that directly improves your content's citability and visibility within AI-powered search results.

How do I convert a product page into GEO-optimized content for AI citations?▼

Converting a product page into GEO-optimized content requires applying platform-specific optimization, brand signal extraction, and passage-level citability scoring. You provide a target URL to generate the necessary GEO signals for AI search ecosystems.

Does GEO optimization work for blog posts and landing pages?▼

Yes, GEO optimization can be applied to blog posts, product pages, and landing pages. The process maps Generative Engine Optimization signals across these formats to enhance crawlability and citability for AI Overviews.

What is passage-level citability scoring in Generative Engine Optimization?▼

Passage-level citability scoring is a GEO mechanism that evaluates and structures individual text segments to maximize their chances of being extracted and cited by AI search platforms. It ensures your content provides precise, crawlable answers.

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