Product: Product Page
Hypothesis
If we test a similar change on our product pages as tested, then our conversion metric will likely improve based on their implementation decision.
Test Results
Key Learning
Problem: The primary call-to-action on the product isn't converting at its potential — design, copy, or placement may be the bottleneck.
What worked: implemented this UI change (May 16, 2023). Implementation suggests positive internal results
Takeaway: Even small lifts compound — across thousands of sessions, this adds up. Trust signals work best near decision points — test specific placements around forms, pricing, and checkout for maximum impact.
How to Apply This to Your Site
This experiment demonstrated that product: product page can improve conversions. The test was run on a product page page in the e-commerce industry.
Before you test: Consider that trust tests typically require adequate traffic to reach statistical significance. Run your test for at least 2 full business cycles to account for weekly traffic patterns.
What Was Tested
recently ran an a/b test on their product detail pages that showed shipping information in two different styles. On one hand (here shown as A) shipping options were shown as a button choice. Whereas in the variation, all shipping information was fully expanded and readable bullets.
Methodology
Build On These Learnings
Save your own experiments, spot winning patterns across your test history, and stop repeating what's already been tried.
Related Experiments
Product: Product Page
Problem: Friction during the product process causes users to abandon right when they're closest to converting.
Product: Gradual Reassurance
Context: Multi-step processes on the product can overwhelm users if they can't see how far along they are or how much is left.
Checkout: Bulleted Reassurances
Context: Friction during the checkout process causes users to abandon right when they're closest to converting.
Checkout: Money Back Guarantee
Context: Friction during the checkout process causes users to abandon right when they're closest to converting.