User affinity-based category pages — Personalization use cases
2026-02-28 21:34 Diff

Creating personalized category pages based on user affinity and behavior

Who:

A large fashion retailer

Strategy:

In order to increase product discovery on category pages, the retailer launched a personalized category page that is sorted and optimized especially for the site visitor.

Show this use case for:

Hypothesis:

For retailers with a massive amount of inventory on-site, optimizing product discovery is essential to helping shoppers find exactly what they are looking for. One effective method for this is by tailoring important pages, such as product listing pages (PLPs), according to each user’s behavior and preferences. Showcasing items most relevant to the user instead of serving them a generic experience not only improves the overall shopping experience, but also speeds up their time to purchase.

What real growth looks like with personalization

  • How Valamar converts travel intent into bookings with real-time context

  • What makes Saks’ personalization engine a game-changer for driving 10% more conversions?

  • Bringing the in-store expert online: How Bergzeit reinvented gear discovery with conversational commerce

  • 32% of Total Purchases from AdaptML Recommendations

  • +88% Conversion Uplift with Mastercard Predictive Spend Insights

  • Making Personalization a Breeze for Leading Financial Institutions

  • +10.3% uplift in add-to-cart rate

  • 39% decrease in same-month cancellations

  • 16% contribution to D2C revenue from Dynamic Yield

  • 16% of revenue from recommendations