Streamlined product page: +26.5% conversion, not significant
Test run byClean CommitCRO agency
Commentary byLiftArchiveOur analysis, not theirsStreamlining a content-heavy product page down to images, price, key features and add to cart lifted conversion rate 26.5% across devices.
Clean Commit ran this test for an anonymized Shopify store and published it in its A/B test library.
The agency called it a clear win, but we count it as inconclusive because no significance, sample size or confidence was given.
- Conversion rate, all devices: +26.5%. No significance was reported.
- Conversion rate, mobile: +54.7%, and desktop: +25.6%.
- Add-to-cart rate: +3.7% on desktop but -13.8% on mobile, a negative signal.
- Bounce rate rose 10.3% on desktop and 3.0% on mobile, another negative signal.
The change
The variant keeps essentials up top and moves secondary info into expandable sections.
Simplified mockup drawn by LiftArchive from the shared screenshots.
Control
A content-dense product page showing a lot of information at once.
Variant
A simpler page focused on images, price, key features and the add-to-cart button, with secondary information moved lower down or into expandable sections.
Why it likely came out this way
Our reading of the result, not the practitioner's claim.
- Fewer things to read up front can make it quicker to decide.
- Keeping images, price and the buy button in focus may reduce distraction on small screens.
- Higher bounce suggests some visitors no longer found the detail they wanted, which limits how far simplifying can go.
Caveats: No significance, sample size or duration was shared, and mobile add-to-cart and bounce rate moved the wrong way. Several layout changes were made at once.
Who ran it
Clean Commit ran this test for a Shopify store (anonymized) and published the results (Clean Commit A/B test library). The numbers are theirs; the summary and commentary on this page are ours.
Read the original case study on Clean Commit →
How to run this test on your store
- Hypothesis
- If we cut the product page down to images, price, key features and add to cart, then conversion will rise because shoppers can decide faster.
- Primary metric
- Conversion rate
- Guardrails
- Mobile add-to-cart rate
- Bounce rate
- Revenue per visitor
- Who should test it
- Stores with long, crowded product pages, especially with lots of mobile traffic. Products that need detailed explanation may lose shoppers if too much is hidden.
Questions
Should I remove content from my product page?
Move it rather than delete it. This test kept secondary details in expandable sections lower down, and the main buying elements up top.
Why do mobile shoppers react more to a simpler page?
Small screens make long pages harder to scan, so cutting clutter can matter more.
Here mobile conversion rose 54.7%, though it was not shown to be significant.
Can a big lift still be inconclusive?
Yes. Without significance or sample size, a large lift may come from a small or unusual sample.
Similar tests
@oliverkenyon@oliverkenyon@oliverkenyon@oliverkenyon@oliverkenyon@oliverkenyon