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 information hierarchy on the product may not match how users actually scan and process the content.
What worked: implemented this UI change (Jun 8, 2022). Implementation suggests positive internal results
Takeaway: Even small lifts compound — across thousands of sessions, this adds up. Use this win as a foundation for further iteration on adjacent elements.
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 form 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
ran an experiment where they showed additional product information on books. This included such structured information as: language, publisher, publication date, dimensions, etc.
Methodology
Build On These Learnings
Save your own experiments, spot winning patterns across your test history, and stop repeating what's already been tried.
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Checkout: Remove Coupon Fields
Problem: Coupon and promo code fields on checkouts can distract users — they leave to hunt for codes, reducing completion rates.
Checkout: Fewer Form Fields
Context: Each additional form field adds friction to the checkout, increasing the chance users abandon before completing their submission.