AI GEO Diagnosis – Auditor for Generative Engine Optimization

Summary: AI GEO Diagnosis analyzes how large language models interpret your website by evaluating structure, context, freshness, and credibility to improve AI search visibility. It simulates AI parsing of code and logic to identify why content is overlooked by AI search engines like Perplexity and Gemini.

What it does

It audits websites using four pillars—machine-parseable structure, entity density context, temporal freshness, and outbound trust links—to reveal issues affecting AI search ranking. The tool provides detailed analysis and actionable fixes for developers.

Who it's for

Developers and individual creators seeking to optimize technical content for AI-driven search engines and improve citation by AI models.

Why it matters

It addresses the shift from traditional SEO to Generative Engine Optimization, helping content creators ensure AI search engines correctly interpret and trust their content.