
A consumer armed with precise knowledge of their skin’s needs—a specific foundation shade for their combination skin and cool undertone—logs onto a major beauty retailer’s site only to be met with a seemingly endless, undifferentiated grid of products. In an age where digital experiences are defined by hyper-personalization, the beauty industry’s e-commerce platforms often present a paradox of choice. This










