Desktop interface updates resulted in a 2.8% conversion decline and 5.6% RPV drop. See why the changes didn't resonate with users.
Updated Desktop Experience


IF we update the desktop experience, THEN conversions will increase BECAUSE users will have a better interface for browsing and purchasing.
The desktop interface layout was modified with updated navigation elements for easier access, and the visual design for product displays was enhanced.
The Results
We dig through every data source to map what's actually broken. By the end, there's no confusion.
Revenue change
visitors
Lift in conversion rate
The desktop experience updates underperformed with conversion rate down 2.8%, AOV down 2.9%, and RPV declining 5.6%. Orders dropped 3.7% while visitors remained relatively stable at -0.9%. The interface changes appear to have introduced friction rather than improving the browsing experience. With CR at -2.8%, this falls within the inconclusive range, but the consistently negative metrics across the board suggest the changes were directionally harmful.
Detailed results breakdown
Average order value
-2.9%
Lift in conversion rate
-2.8%
Change in revenue per visitor
-5.6%
Change in amount of orders
-3.7%
Revenue change
NaN%
Start with 3 experiments.
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Get a taste of our service. We'll analyze your store, pinpoint low-hanging fruit, design, implement and test solutions to lift your conversion rate in 30 days.
Who qualifies?
30,000+ Monthly sessions.
Minimum traffic needed to run statistically significant tests.
Running on Shopify or Shopify Plus.
Our specialty - we don't work with other platforms.
Investing in paid traffic.
We work with stores committed to growth, not hobbyists.
Ready to invest in systematic CRO.
You understand testing takes time - no magic bullets.
Why free?
The best proof is results. Three real experiments show you exactly how we work and whether it drives revenue for your specific store. You keep everything - no strings attached.
Our bet
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Other experiments we've run

Product Page (PDP)
Adding Return Policy Link on Product Pages
Adding a return policy link to product pages aimed to reduce purchase anxiety and answer questions about returns before they become objections. See how it impacted conversions and user engagement.
-1.4% Conversion rate

Cart
Mini-cart redesign with highlighted checkout button boosts conversions and revenue
The minicart was redesigned to improve completion rates by making the checkout button harder to miss. Read the full details of this experiment.
+46.6% Revenue per visitor (RPV)

Product Page (PDP)
Streamlined Product Page for Conversion
Streamlining the product page drove a 10.4% conversion rate lift and 6.1% more orders, but AOV dropped 11.9% and revenue declined.
+10.41% (CVR) CVR