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)
Inconclusive
Tactical Bottom Sticky Add-to-Cart
The add-to-cart process was redesigned. Discover how these changes affected key metrics and overall performance.
-10.6% Conversion rate
Search & Navigation
Inconclusive
"Customize Your Own Hat" Button
Adding a persistent button to customize hats was tested to boost clickthrough rates by making customization options more visible. See the results of this test.
+15.4% Revenue per visitor (RPV)
Homepage
Winner
Enhancing Homepage Credibility with Curated User-Generated Content
A modular user-generated content carousel was tested to enhance authenticity and engagement. Discover how this change impacted key metrics.
+6.1% Conversion rate
Product Page (PDP)
Inconclusive
Product page redesign with updated fields boosts engagement and revenue
Changes to the product page led to increased engagement and higher revenue. Discover how these updates impacted key metrics.
+0.5% Conversion rate
Homepage
Winner
Highlighting HSA/FSA Eligibility Boosts Homepage Conversion and Revenue
Highlighting HSA/FSA eligibility on the homepage increased conversions. Discover how this simple change impacted customer behavior.
+12.1% Conversion rate
Homepage
Winner
Category Links Boosts User Engagement and Conversions on Mobile
Adding category links to the homepage improved product discoverability, resulting in increased engagement and reduced bounce rates on mobile. Discover the full impact of this change in our latest case study.
+2.7% Clickthrough rate
Winner
Repositioning the chat pop-up significantly improves conversion rates across devices
The chat pop-up was moved to a less disruptive place, improving key metrics across devices. Discover how this simple change boosted conversions.
+44.5% Conversion rate
Product Page (PDP)
Winner
PDP Redesign Boosts Trust and Conversion Rates
Redesigning the product detail pages improved mobile conversions and visibility of key product information. Learn how these changes impacted user engagement.
+8.1% Conversion rate
Homepage
Winner
Homepage Hero Redesign Boosts Clarity and Conversion Rates
A redesign focused on clarity and trust improved key metrics, especially on mobile. Learn how specific changes led to increased conversion rates and revenue.
+11.0% Conversion rate
Search & Navigation
Winner
Streamlined mobile navigation
A redesign of the navigation enhanced product discovery boosting key performance metrics. Discover the impact on user engagement and conversion rates.
+19.2% Conversion rate
Collection Page (PLP)
Winner
Enhanced Navigation Clarity with Breadcrumbs on Collection Pages
Adding breadcrumbs to collection pages improved navigation and boosted user engagement. Learn how this change impacted key metrics.
+1.8% Conversion rate
Collection Page (PLP)
Winner
Adding "New" badges across product listings
Adding a "New" badge to products increased user interactions and conversions. Discover the impact of this simple change.
+1.8% Clickthrough rate