Skip to main content

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.

34 experiments
Winners, losers & inconclusive
Full statistical details
inconclusive+7.0%

Product Page: Reordering Plan Display by Price on Plan Selection Page

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

PricingEnergy & Utilities
inconclusive

Shopping cart: Free Shipping

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

PricingCross-Industry
inconclusive

Product: Unit Prices

Context: How prices are displayed on the product directly influences perceived value and willingness to buy.

PricingCross-Industry
inconclusive

Home landing: Visible Or Hidden Offer Pages

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

PricingCross-Industry
inconclusive

Product: One Time Payment Copy

Context: How prices are displayed on the product directly influences perceived value and willingness to buy.

PricingCross-Industry
inconclusive+14.0%

Multiple: Subscription Retention UX: Account Portal and PDP Optimization

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

PricingE-commerce
inconclusive+70.0%

Pricing Page: Wistia SaaS Pricing Model Restructure: Usage-Based vs Feature-Gated Plans

Context: The headline on the pricing page may not resonate with what users actually care about or address their top objections.

PricingSaaS
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+65.0%

Pricing Page: Codecademy Pricing and Plan Mix Testing Drives 5x Revenue Growth

Context: How prices are displayed on the pricing page directly influences perceived value and willingness to buy.

PricingEdTech
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+45.0%

Pricing page: Wistia SaaS Pricing Model: Feature-Gated to Upload-Count Limits

Context: How prices are displayed on the pricing page directly influences perceived value and willingness to buy.

PricingSaaS
inconclusive+22.5%

Confirmation page: Gousto: Order Confirmation Page Marketplace Repositioning

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

PricingE-commerce
inconclusive

Product: More Or Fewer Plans on Product Page

Context: How prices are displayed on the product directly influences perceived value and willingness to buy.

PricingCross-Industry
inconclusive

Signup: Payment First

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

PricingCross-Industry
inconclusive

Shopping cart: What It's Worth

Context: How prices are displayed on the shopping cart directly influences perceived value and willingness to buy.

PricingCross-Industry
inconclusive

Checkout: Checkout Flow Simplification

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

PricingCross-Industry
inconclusive

Checkout: Currency & Taxes

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

PricingCross-Industry
inconclusive

Product: Welcome Discount

Context: Coupon and promo code fields on products can distract users — they leave to hunt for codes, reducing completion rates.

PricingCross-Industry
inconclusive

Checkout: Autodiscounting

Context: Coupon and promo code fields on checkouts can distract users — they leave to hunt for codes, reducing completion rates.

PricingCross-Industry
inconclusive

Product: Lower Price Frames

Context: How prices are displayed on the product directly influences perceived value and willingness to buy.

PricingCross-Industry

Stop Re-Running Failed Tests

Build on what's already been learned. Save your own experiments, surface winning patterns, and make every test count.

Browse Experiments By

Comparisons

Popular Combos

Explore More