As healthcare professionals increasingly turn to AI tools to seek information, traditional “share of voice” metrics are no longer enough. Today, AI platforms are often answering HCP questions before a brand ever has the opportunity to engage directly, shifting the industry from a push-based communication model to a new “pull” model driven by independent discovery and personalized answers. | As healthcare professionals increasingly turn to AI tools to seek information, traditional “share of voice” metrics are no longer enough.