A new "Recently Viewed" products section was added for returning visitors. Learn how this change impacted user engagement and conversion.
Recently Viewed Products Section


If we show returning users a list of recently viewed products, then they are more likely to re-engage with products and convert, because it removes friction from resuming their shopping journey and reinforces interest in previously viewed items.
What We Changed
- Added a "Recently Viewed" section for returning users.
- Displayed 3–6 recently viewed items with images and quick links.
- Applied a responsive and clean layout.
The Results
We dig through every data source to map what's actually broken. By the end, there's no confusion.
Click-through rate change
Change in amount of clicks
Change in revenue per visitor
Key Learnings
- Returning visitors engaged only slightly more when shown previously viewed items.
- Quick access to past interests reduced bounce rates.
- Simplifying the shopping journey didn't lead to any meaningful uplift.
Detailed results breakdown
Add-to-cart rate change
-0.1%
Average order value
-0.1%
Click-through rate change
+4.9%
Lift in conversion rate
+1.0%
Change in revenue per visitor
+1.7%
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30,000+ Monthly sessions.
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Running on Shopify or Shopify Plus.
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Other experiments we've run

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+621.9% Revenue per visitor (RPV)

Homepage
Science-backed Summary
Added a summary of scientific findings to the homepage to reduce bounce rates and increase product page clicks.
-12.4% Conversion rate

Product Page (PDP)
Restructured Product Page Accordion Layout
We updated the product page layout to show key details and moved reviews higher. Discover the impact on conversion and engagement.
+35.6% Revenue per visitor (RPV)