Browse tests that generated $7.3M in revenue.

Quick Add-to-Cart Icons on Mobile Collection Pages Cut Conversion Rate 4.9%

Mobile product cards on collection pages got a floating add-to-cart icon. The shortcut lowered conversion rate and cost orders.

Goal
Add-to-cart rate
Result
-4.9% Conversion rate
Category
Collection Page (PLP)
Outcome
Loss Prevented
Before
Quick Add-to-Cart Icons on Mobile Collection Pages Cut Conversion Rate 4.9% (before)
After
Quick Add-to-Cart Icons on Mobile Collection Pages Cut Conversion Rate 4.9% (after)

If we add a visible add-to-cart button to mobile collection cards, then add-to-cart rate will rise because shoppers can add products without opening each product page.

What We Changed

  • Added a floating bag or cart icon to each product card on mobile collection pages.
  • Added the default variant to the cart with one tap.
  • Prompted shoppers to pick a size first when a product had several variants.

The Results

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

-4.9%

Conversion rate

-2.7%

Add-to-cart rate

-5.4%

Orders

Key Learnings

  • Conversion rate fell 4.9% and orders 5.4%, so the shortcut lowered sales.
  • On mobile, where the icon appeared, conversion rate fell 7.7%.
  • Add-to-cart rate, the metric the test targeted, fell 2.7%, with a 75.4% probability that the original performs better on it.
  • Average order value rose 6.4%, which kept revenue per visitor roughly flat (+1.2%).

Detailed results breakdown

Conversion rate

-4.9%

Add-to-cart rate

-2.7%

Orders

-5.4%

Average order value

+6.4%

Revenue per visitor

+1.2%


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