AI Visibility Diagnostic
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An artificial intelligence cannot cite what it does not understand. And it cannot understand what is not structured.
Kat3x Observatory
Enter the company URL below to start the diagnostic protocol. Our system will query an LLM in real-time to analyze the domain's semantic signals.
Automated analysis powered by Gemini 2.5 Flash. Running the protocol on other models (e.g., Claude 3.5, GPT-4o) may yield different results.