In this 6:13 video, Kari Hanson compares today’s AI to early Wikipedia. She explains how models trained on generic data push every company toward the same messages. She also argues that context is king and that the voice of the customer provides that context, showing how marketing must connect buyer, user, and executive perspectives to train AI intelligently.

Episode #242: Kari Hanson, Chief Marketing Officer at Robin, explains why traditional ideas of predictability are breaking under the pressure of AI-driven change. She describes how shifting buyer behavior makes historic performance less reliable as a guide. Kari shows how brand and voice of the customer can restore clarity in this chaos and outlines a path to rebuild more predictable revenue systems grounded in genuine customer insight.