As businesses grapple with the escalating arms race for online demand, they must devise strategies to capture consumer attention and engagement in the age of digital abundance. The ever-increasing supply of products and services necessitates innovative tactics for customer acquisition, retention, and engagement. This article explores the dynamics of this competition, highlighting the importance of demand-side scale, the role of platform business models, and the criticality of filters and matching for online demand.