GEO Analyzer

关于

GEO Analyzer is a powerful tool designed to optimize content for Generative Engine Optimization (GEO). It evaluates content based on factors crucial for AI search visibility, such as claim density, information density, answer frontloading, semantic triples, entity recognition, and sentence structure. By running locally with Claude Sonnet 4.5, it ensures data privacy while providing detailed insights and actionable recommendations to help content creators understand and improve how likely their content is to be cited by AI models like ChatGPT, Claude, Perplexity, and Google AI Overviews.

主要功能

• Measures Claim Density and Information Density for AI extractability
• Performs local analysis using Claude Sonnet 4.5, ensuring data privacy
• Provides detailed scores (Overall, Extractability, Readability, Citability) and key metrics
• Analyzes Answer Frontloading and Semantic Triples for quick AI comprehension
• Offers prioritized recommendations with specific content locations and examples
• 9 GitHub stars

使用案例

• Evaluate new content drafts to ensure they meet AI grounding and extraction criteria
• Optimize existing web pages for improved AI search visibility and citation rates
• Generate summary or detailed reports on content performance for Generative Engine Optimization