Story Copy vs Product Specs on Listing Pages

Product-listing purchase conversion rate

Compare purchases among visitors assigned to the card with a usage-benefit message.

• Add-to-cart rateCheck whether the benefit copy changes add-to-cart.
• Listing-to-product click-through rateTrack clicks to product details.
• Time on listing pageLonger time can indicate either exploration or confusion; it does not prove value perception on its own.
• Return rateTrack returns related to expectations set by the copy.

• MessageReplace the selected technical detail with a short, accurate description of a product use benefit.
• Keep constantKeep card placement, click area, price, labels and accessible product information unchanged.
• EngagementRead product-detail clicks and add-to-cart alongside purchases.
• CategoryReview category differences instead of assuming every product responds the same way.
• Separate testsText placement and making the text clickable are separate variables.

1. 1Keep the message short enough to fit the existing product card.
2. 2Avoid overly emotional or complicated wording.
3. 3Do not change prices or product labels in the same test.
4. 4Prevent the text from overflowing on mobile.
5. 5Use the same predefined product set in both arms.