Browse tests that generated $7.3M in revenue.

A Shipping Info Banner Makes No Clear Difference to Conversion Rate

A banner at the top of every page opened a drawer with shipping, returns and customer service details. Across 21,330 visitors, conversion barely moved while revenue per visitor fell.

Goal
Conversion rate
Result
+1.5% Conversion rate
Category
Banner
Outcome
Inconclusive
Before
A Shipping Info Banner Makes No Clear Difference to Conversion Rate (before)
After
A Shipping Info Banner Makes No Clear Difference to Conversion Rate (after)

If we add a persistent, easy-access shipping info banner to the site, then conversion rate will increase because readily available shipping details reduce uncertainty and build trust.

What We Changed

  • Added a shipping info banner at the top of the page on desktop and mobile.
  • Opened a drawer with details when shoppers clicked or tapped the banner.
  • Included free shipping information, processing times and an eco-conscious message.
  • Listed the returns policy and customer service contacts in the same drawer.

The Results

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

+1.5%

Conversion rate

+5.9%

Add-to-cart rate

-7.8%

Revenue per visitor

Key Learnings

  • Conversion rate rose just 1.5%, with a 61.2% probability that the variant beats the original, within normal variation.
  • Add-to-cart rate rose 5.9%, a sign the shipping details encouraged more shoppers to add items.
  • Average order value fell 7.4%, pulling revenue per visitor down 7.8%.
  • Devices split: conversion rate rose 5.1% on mobile but fell 5.0% on desktop.

Detailed results breakdown

Conversion rate

+1.5%

Add-to-cart rate

+5.9%

Revenue per visitor

-7.8%

Average order value

-7.4%

Orders

-2.7%


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