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.

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)
Winner
Sticky Top Add-To-Cart Button
Introducing a sticky Add to Cart button on mobile increased conversion rates by making it easier for users to purchase without scrolling.
-0.5% Add-to-cart rate

Product Page (PDP)
Winner
Enhanced Discount Price Styling
A test was conducted to display discounted prices in a smaller font than original prices. This change aimed to improve the perception of deals and increase conversions.
+3.0% Conversion rate

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

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
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

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

Product Page (PDP)
Inconclusive
Enhanced Desktop Experience
Enhancing the desktop experience produced a modest 2.2% conversion rate lift and 1.0% add-to-cart gain, but results were inconclusive.
-0.36% (CTR) CTR

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

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
Talk to a human