A/B Experiments
See the Tests That Generated $7.3M+ in Revenue
Explore real A/B tests and conversion experiments run for Shopify stores across multiple industries. Every test shown here includes actual data, implementation details, and measurable outcomes—no theoretical advice, just proven results.

Collection Page (PLP)
Winner
Optimized Discount Price Styling
Discover how changing the styling of discounted prices impacted conversion rates and revenue for an e-commerce store.
+8.7% Conversion rate

Product Page (PDP)
Winner
Enhanced Product Image Layout
Increasing the size and improving the layout of product images aimed to boost engagement and conversions. Discover how these changes impacted key metrics.
+11.9% Conversion rate

Collection Page (PLP)
Inconclusive
Displaying Collection Name
Adding the collection name to the top of the page aimed to improve customer navigation. Discover the impact on conversion rates and user engagement.
-1.0% Conversion rate

Product Page (PDP)
Inconclusive
Mobile Experience Enhancement
Enhancing the mobile experience drove a 15.3% AOV increase and 15.9% RPV gain with flat conversion rate.
+0.27% (CVR) CVR

Homepage
Winner
Homepage Redesign Boosts Conversion Rates
We redesigned the homepage and added trust elements to boost user confidence. Discover how these changes improved engagement and conversions.
+66.42% (CVR) CVR

Product Page (PDP)
Inconclusive
Free Socks Promotion
Adding a free pair of socks to shoe purchases was tested to boost conversion rates. Discover the impact of this promotion on sales performance.
-0.61% (CVR) CVR

Cart
Loss Prevented
Simplified Checkout Process
Simplifying the checkout process by reducing steps and removing optional fields led to a 6.9% decline in conversion rate.
-6.87% (CVR) CVR

Cart
Winner
Mobile Checkout Optimization
Optimizing the mobile checkout flow drove a dramatic increase in conversion rate and doubled orders despite a visitor decline.
+0.00% (CVR) CVR

Product Page (PDP)
Inconclusive
Simplified Product Descriptions
Simplifying product descriptions produced modest gains across conversion rate, AOV, and RPV, but none reached statistical significance.
+1.36% (CVR) CVR

Product Page (PDP)
Winner
Simplified Product Page
Simplifying the product page produced a 26.5% conversion rate lift across all devices, with mobile up 54.7% and desktop up 25.6%.
-12.67% (CTR) CTR

Product Page (PDP)
Winner
Streamlined Product Page Layout
Streamlining the product page layout drove a 9.0% conversion rate lift and 6.5% more orders, despite a decline in average order value.
+8.96% (CVR) CVR

Product Page (PDP)
Inconclusive
Optimized Mobile Layout
Optimizing the mobile layout produced a modest 3.4% conversion rate gain but led to higher bounce rates and lower add-to-cart rates.
-3.28% (CTR) CTR
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