GEO Optimization v1.1.0

Generative Engine Optimization for AI Search Visibility

Optimize your content to get cited in AI-powered search engines like ChatGPT, Perplexity, Claude, and Google AI Overviews.

Features

📊 GEO Audit Checklist (60-point scoring system)

• Entity clarity (10 pts)
• Quotable facts (10 pts)
• FAQ coverage (10 pts)
• Comparison tables (10 pts)
• Schema markup (10 pts)
• Freshness signals (10 pts)

🎯 Citation Tactics

• Specific statistics and data points
• Quotable, standalone facts
• Definitive comparison tables
• Comprehensive FAQ sections
• Clear entity definitions

📝 Content Templates

• Comparison page format
• FAQ section structure
• Entity definition patterns
• Schema markup examples

🧪 Testing Framework

• Monitor citations in real AI engines
• Track GEO performance over time
• Test queries and results

GEO vs SEO

Unlike traditional SEO which optimizes for search rankings, GEO optimizes for citations in AI-generated responses. Content must be:

• Factual and neutral (not promotional)
• Parseable and structured
• Quotable and specific
• Fresh and current
• Authoritative with third-party mentions

Perfect For

• B2B SaaS companies building AI discoverability
• Product comparison pages (vs competitors)
• Technical documentation
• Thought leadership content
• E-commerce product visibility

Real-World Usage

This skill was used to optimize Gameye's competitive positioning against Edgegap, resulting in improved AI citation rates.

Includes scripts for monitoring and reporting on GEO performance.