A/B Experiments
Product Page (PDP) Tests
Explore product page (pdp) experiments with real data, implementation details, and measurable outcomes.

Product Page (PDP)
Winner
Boosting AOV with Collar and Sleeve Bundle Promotion on PDP
Adding a bundle promotion near the Add to Cart button aimed to boost average order value. See how this change impacted customer behavior and sales.
+0.6% Revenue per visitor (RPV)

Product Page (PDP)
Winner
Prominent Discount Messaging Boosts Conversions and Revenue Across Devices
Highlighting a 10% discount for specific groups led to significant increases in mobile conversions and engagement. Discover how this strategy influenced user behavior.
+1.2% Conversion rate

Product Page (PDP)
Inconclusive
Transforming the Sticky Add to Cart into a Persistent Bottom Bar
A test was conducted to transform the sticky image on product pages into a sticky Add to Cart bar. Discover the impact on conversion rates and user interaction.
+3.7% Conversion rate

Product Page (PDP)
Loss Prevented
Enhanced Collection Filtering by Hat Attributes
Introducing a dynamic filter system on collection pages aimed to enhance user experience by enabling easier product discovery. Learn how this change impacted key performance metrics.
-6.4% Conversion rate

Product Page (PDP)
Winner
Sticky Product Customization Below The Fold
Transitioning the sticky product image to a sticky Add to Cart bar aimed to improve conversion rates by keeping purchase options visible during scrolling.
-14.4% Conversion rate