
In the highly competitive world of marketing, understanding and optimizing the customer acquisition journey is paramount. Traditionally, marketers have relied on customer acquisition funnels to guide their strategies and measure success. However, funnel frameworks assume a linear trajectory for the buyer’s journey, often oversimplifying the complex reality of customer behavior. This has led to the emergence of a more dynamic










