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The A/B Test Library

Real experiments. Real outcomes. Actionable patterns. Browse A/B tests with problem-to-solution framing, results, and recommendations for what to test next.

113 experiments
Winners, losers & inconclusive
Full statistical details
inconclusive+18.5%

Multiple: DTC Subscription Funnel Optimization for Health Food Brand

Context: Users can't quickly find relevant products or content on the multiple, leading to frustration and early exits.

FormE-commerce
inconclusive+32.5%

Multiple: Subscription Dog Food Funnel: Mobile and Checkout A/B Testing

Context: Mobile users experience the multiple differently — smaller screens, touch targets, and limited attention require purpose-built design.

Mobile UXE-commerce
inconclusive+65.0%

Multiple: Category Page Overhaul and Product Page Redesign for Online Watch Retailer

Context: Users on the multiple need validation from others before committing — without visible proof of success, they hesitate.

LayoutE-commerce
inconclusive+40.0%

Multiple: Full-Site CRO Program with BFCM Acceleration for Home Decor Retailer

Context: Mobile users experience the multiple differently — smaller screens, touch targets, and limited attention require purpose-built design.

LayoutE-commerce
inconclusive+125.0%

Multiple: Product Page to Checkout Funnel Redesign for Furniture Retailer

Context: Friction during the multiple process causes users to abandon right when they're closest to converting.

LayoutE-commerce
inconclusive+25.0%

Multiple: Checkout Funnel Optimization for Fashion Retailer Launching eCommerce

Context: Mobile users experience the multiple differently — smaller screens, touch targets, and limited attention require purpose-built design.

FormE-commerce
inconclusive+42.5%

Multiple: Funnel Conversion Rate Optimization for Power Equipment Retailer

Context: Users can't quickly find relevant products or content on the multiple, leading to frustration and early exits.

LayoutE-commerce
inconclusive+12.5%

Multiple: Multivariate Testing Program for Online Gift Retailer

Context: Multi-step processes on the multiple can overwhelm users if they can't see how far along they are or how much is left.

LayoutE-commerce
inconclusive+27.5%

Multiple: Impact Dog Crates: Category Widget and PDP Redesign for Conversion

Context: Visual elements on the multiple aren't doing enough to communicate value, build trust, or guide users toward the next step.

LayoutE-commerce
inconclusive+20.0%

Order-confirmation: Gousto Order Confirmation Page: Reposition Marketplace as Next Step in Order Flow

Context: The first screen of the order-confirmation must immediately communicate value — if it doesn't, users bounce before scrolling.

PricingE-commerce
inconclusive

Multiple: Thortful Greeting Cards: Experimentation Program Delivers 30x ROI

Context: Friction during the multiple process causes users to abandon right when they're closest to converting.

Testing StrategyE-commerce
inconclusive+10.0%

Checkout: Native DTC Deodorant: Cross-Sell Placement in Checkout Drives $1.5M Revenue Lift

Context: Friction during the checkout process causes users to abandon right when they're closest to converting.

PricingE-commerce
inconclusive+6.0%

Cart: RevZilla Mobile Cart: Product Summary Test Increases Mobile Conversion 6.01%

Context: Mobile users experience the cart differently — smaller screens, touch targets, and limited attention require purpose-built design.

LayoutE-commerce
inconclusive+4.0%

Multiple: Oodie Apparel: Full-Site UX Audit Generates Millions in New Monthly Revenue

Context: Users arriving at the multiple can't efficiently find what they're looking for, increasing bounce rates.

LayoutE-commerce
inconclusive+75.0%

Multiple: Fresh Chile Co: UX Overhaul Drives 78% Conversion Increase and 271% Order Growth

Context: Friction during the multiple process causes users to abandon right when they're closest to converting.

LayoutE-commerce
inconclusive+30.0%

Landing-page: Wandering Bear Coffee: Landing Page Redesign Increases CVR 34% and Reduces CPA 30%

Context: Each additional form field adds friction to the landing-page, increasing the chance users abandon before completing their submission.

LayoutE-commerce
inconclusive+35.0%

Multiple: Braxley Bands: Site-Wide UX Optimization Drives 40% Conversion Increase and 8% AOV Lift

Context: Friction during the multiple process causes users to abandon right when they're closest to converting.

LayoutE-commerce
inconclusive+35.0%

Multiple: Bokksu Subscription Marketplace: Oddit Audit Drives Per Client and 40% Conversion Lift

Context: Multi-step processes on the multiple can overwhelm users if they can't see how far along they are or how much is left.

LayoutE-commerce
inconclusive+75.0%

Multiple: Human Improvement: UX Audit Doubles CVR from 1.75% to 3.5% with 25% AOV Lift

Context: Users can't quickly find relevant products or content on the multiple, leading to frustration and early exits.

LayoutE-commerce
inconclusive+20.0%

Product-page: Crossnet Sports: Oddit UX Audit Drives 20% Increase in Add-to-Cart Rate

Context: Friction during the product-page process causes users to abandon right when they're closest to converting.

LayoutE-commerce

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