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AI · March 12, 2026

AEO Diagnostic Tool

Is your website invisible to AI Agents? Get your AEO score.

AEO Diagnostic Tool launched on March 12, 2026.

What it does

In 2026, SEO gets you indexed, but AEO (Agent Experience Optimization) gets you recommended. AI Agents like ChatGPT and Claude hate bloated HTML and pop-ups. If they can't extract your pricing and value prop, they recommend your competitors instead. Our free scanner simulates a real LLM crawl to give you a 0-100 AEO Score. See exactly where AI hallucinates about your product, check for missing llms.txt protocols, and get the developer fixes you need to win the AI recommendation war.

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    Hi HN, Over the last months, I noticed something odd: many websites that rank well on Google simply don’t appear when you ask ChatGPT, Gemini, or Perplexity for recommendations or explanations. At first I assumed it was just noise. But after testing dozens of sites, a pattern started to emerge: AI systems don’t reward “SEO-optimized” pages — they pick sources that are clear, structured, and easy to reuse as answers. SEO tools don’t really explain this. Manual prompt testing is inconsistent. And most advice around “AEO” is still vague or theoretical. So I built a small tool to experiment with…

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