Browse tests that generated $7.3M in revenue.

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.

Improved Mobile Conversion Rate

Product Page (PDP)

Inconclusive

Improved Mobile Conversion Rate

Mobile conversion rate increased 3.5% after UX improvements. Learn how navigation and checkout optimizations drove incremental gains.

+3.37% (CVR) CVR

Updated Product Page Design

Product Page (PDP)

Inconclusive

Updated Product Page Design

Updating the product page design produced marginal gains in AOV and RPV but no meaningful change in conversion rate.

-0.90% (CVR) CVR

Desktop Conversion Rate Optimization

Product Page (PDP)

Inconclusive

Desktop Conversion Rate Optimization

Desktop-focused optimizations produced a 3.8% conversion rate lift and 2.6% more orders, with a slight AOV decline.

+1.74% (CVR) CVR

Updated Desktop Experience

Product Page (PDP)

Inconclusive

Updated Desktop Experience

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

-2.88% (AOV) AOV

Simplified Checkout Process

Cart

Inconclusive

Simplified Checkout Process

Simplifying the checkout lifted AOV by 9.9% and RPV by 8.9%, but conversion rate was flat at -1.0%.

-0.97% (CVR) CVR

Streamlined Product Page for Conversion

Product Page (PDP)

Winner

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

Mobile Layout Adjustments

Product Page (PDP)

Loss Prevented

Mobile Layout Adjustments

Mobile layout changes led to a 4.2% conversion rate decline and 6.1% RPV drop. Learn what went wrong and the key takeaways.

-4.24% (CVR) CVR

Adjusted Pricing Strategy

Other

Loss Prevented

Adjusted Pricing Strategy

A pricing strategy adjustment increased AOV by 7.4% but caused a 17.5% conversion rate decline. Learn about the trade-offs and key takeaways.

-17.47% (CVR) CVR

Simplified Checkout Process

Cart

Inconclusive

Simplified Checkout Process

The checkout process was simplified with fewer steps and cleaner forms. See how these changes impacted conversion rate and bounce rate.

+0.5% Clickthrough rate

Input-First Mobile Customizer

Product Page (PDP)

Winner

Input-First Mobile Customizer

The mobile customizer was redesigned with an input-first approach and placeholder guidance. See how conversion rate increased 4.5% and bounce rate dropped 9.1%.

+2.8% Conversion rate

Updated Product Page Design on Desktop

Product Page (PDP)

Winner

Updated Product Page Design on Desktop

The desktop product page was redesigned to improve navigation and engagement. See how the updated design lifted conversion rate by 8.5% and RPV by 17.6%.

-1.40% (CVR) CVR