Offers and shorter path for returning visitors: +39.3% conversion
Test run byClean CommitCRO agency
Commentary byLiftArchiveOur analysis, not theirsShowing returning visitors highlighted offers and a shorter path to buy on the homepage came with a 39.3% rise in conversion rate, though the result was not significant.
Clean Commit ran this test for an anonymized Shopify store and labelled it a positive signal.
The same page also reports a 29.9% lift, so we treat the result as inconclusive.
- Conversion rate: +39.3% in the headline, but +29.9% in the results breakdown. The figures conflict and neither was significant.
- Revenue per visitor: +44.3%, and revenue: +31.84%.
- Add-to-cart rate: +22.0%, click-through rate: +15.1%, and average order value: +5.5%.
- All metrics moved in the same direction, which is encouraging but not proof.
The change
Returning visitors see highlighted offers and a shorter route to purchase.
Simplified mockup drawn by LiftArchive from the shared screenshots.
Control
Returning visitors saw the standard homepage.
Variant
Returning visitors saw highlighted product offers and a shorter path to purchase.
Why it likely came out this way
Our reading of the result, not the practitioner's claim.
- Returning visitors often already know what they want, so putting offers up front cuts the steps to buy.
- Highlighted deals give a reason to act on a return visit rather than browse again.
- Without significance and with inconsistent figures, some of the lift may be noise.
Caveats: Not statistically significant, and the source gives two different conversion lifts (+39.3% and +29.9%). Its takeaways also mention new visitors, though the change was described for returning visitors. Sample size and duration were not shared.
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 show returning visitors highlighted offers and a shorter path to buy, then conversion rate will rise because they can act on intent they already have.
- Primary metric
- Conversion rate for returning visitors
- Guardrails
- Average order value
- Discount cost per order
- Revenue per visitor
- Who should test it
- Stores with many repeat visitors, such as those selling consumables or running regular promotions. It will matter less if most traffic is first-time visitors from ads.
Questions
Should returning visitors see a different homepage?
This test hints that it can help, with conversion up about 30-39%.
The result was not significant, so confirm it with your own test.
What should a homepage show returning visitors?
Offers, recently viewed or best-selling products, and a quick way to buy.
They usually need less explanation than first-time visitors.
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