Browse tests that generated $7.3M in revenue.

Highlighting the Returns Policy on Product Pages Cuts Add-to-Cart Rate 3.6%

Shoppers worried about fit, so the store made more of its returns policy and how easy exchanges are. The change hurt add-to-cart rate, and testing showed the cost.

Goal
Add-to-cart rate
Result
-3.6% Add-to-cart rate
Category
Product Page (PDP)
Outcome
Loss Prevented
Before
Highlighting the Returns Policy on Product Pages Cuts Add-to-Cart Rate 3.6% (before)
After
Highlighting the Returns Policy on Product Pages Cuts Add-to-Cart Rate 3.6% (after)

If we make the returns and exchange policy more prominent, then add-to-cart rate will increase because shoppers will feel confident they can easily swap items that don't fit.

What We Changed

  • Gave the returns and exchange policy more prominence.
  • Emphasized how easy it is to swap products that don't fit.

The Results

How the new version compared with the original, across all devices.

-3.6%

Add-to-cart rate

+0.6%

Click-through rate

-0.6%

Bounce rate

Key Learnings

  • Reassurance about fit didn't lead to action: add-to-cart rate fell 3.6%.
  • The original had a 90.5% probability of performing better after 12 days and 23,060 visitors.
  • Mobile took most of the hit, with add-to-cart rate down 5.8% versus 0.8% on desktop.

Detailed results breakdown

Add-to-cart rate

-3.6%

Click-through rate

+0.6%

Bounce rate

-0.6%


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