Diagnostic
Sentiment Velocity: The Leading Indicator of AI Visibility Loss
By the time your AI visibility score drops, the damage is done. Sentiment Velocity is the leading indicator that catches the slide 30-60 days earlier — and gives you time to intervene.
Diagnostic
Ghost Intent: Why ChatGPT Knows Your Brand But Won't Recommend It
AI knows your brand exists. It just won't recommend you. The phenomenon is called Ghost Intent — and it's the silent killer of AI visibility scores. Here's how to diagnose it.