
The concept of a predictable, linear marketing funnel has officially crumbled under the weight of AI-driven synthesis and the explosion of fragmented digital touchpoints that now define modern consumer behavior. In this era of AI-driven search and fragmented buyer journeys, the traditional marketing funnel is no longer a linear path but a complex ecosystem of simultaneous touchpoints. This shift marks










