Product discoverability is becoming infrastructure. The competitive advantage is shifting to recommendation survival, decision control and transaction readiness. The first impression is no longer the prize In the early days of AI-powered product discovery, brands faced a relatively straightforward challenge: getting into the conversation. As consumers began asking ChatGPT,