Read exactly what we tested for other brands, and what each experiment returned.
Continuous-scroll product gallery
Win
9:41
Control9:41
VariantRevenue per user +4.65%ViewNew theme against the old one
Flat
9:41
Control9:41
VariantRPV ±0%ViewBike traffic straight to the collection
Win
9:41
Control9:41
VariantRPV +5.1%ViewHorizontally scrolling submenu
Loss
9:41
Control9:41
VariantRevenue per user −8.5%ViewFull Shopify theme rebuild
Shipped
9:41
Control9:41
VariantPrimary theme since June 2026, no controlled testViewQuantity bundler on the product page
Win
9:41
Control9:41
VariantRPV +8.2%ViewNew navigation menu
Shipped
9:41
Control9:41
VariantLive today, no controlled testViewNew product page template
Win
9:41
Control9:41
VariantRPV +6.4%ViewNew cart drawer
Shipped
9:41
Control9:41
VariantLive today, no controlled testViewImproved gift-packaging upsell
Win
9:41
Control9:41
VariantRPV +15.4%ViewNew cart drawer
Loss
9:41
Control9:41
VariantRPV −9.2%ViewNew menu, mobile and desktop
Flat
9:41
Control9:41
VariantRPV ±0%View