Example test wins

The kind of wins we test for.

Each test starts with a research finding and ends with a clear number. Here's what that looks like across different page types.

Skincare · PDP
+12.4%
Revenue per visitor

Finding: recordings showed shoppers scrolling past the offer to read reviews, then leaving.

Change: 3-pack bundle and a review summary moved above add-to-cart.

Apparel · Cart drawer
+9.1%
Average order value

Finding: most carts sat just under the free-shipping threshold.

Change: progress bar plus a one-click add for socks and basics.

Supplements · Collection
+17.8%
Collection to PDP click-through

Finding: product cards only showed names, so shoppers couldn't tell products apart.

Change: cards now show the main benefit, rating and serving count.

Home goods · Homepage
+6.7%
Revenue per visitor

Finding: new visitors bounced from a lifestyle hero with no clear offer.

Change: shop-by-room entry points and a best-seller row above the fold.

Pet care · PDP
+21.3%
Subscription take rate

Finding: survey answers showed buyers feared being locked in.

Change: "skip or cancel anytime" made visible with the savings per delivery.

Skincare · Mobile PDP
+8.2%
Add-to-cart rate

Finding: on mobile, the add-to-cart button disappeared after the first scroll.

Change: sticky add-to-cart bar with price and selected variant.

Illustrative examples of typical test outcomes. Results vary by store, traffic and offer.

Want to know what your first test should be?