
Maintaining a competitive edge in the modern ecommerce landscape requires more than just high-quality products; it demands a sophisticated understanding of customer behavior across every digital and physical touchpoint. In the current retail environment, consumers interact with brands through a dizzying array of channels, including online storefronts, mobile applications, point-of-sale systems, and social media platforms. Each of these interactions generates










