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.

59 experiments
Winners, losers & inconclusive
Full statistical details
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+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
winner+20.0%

Homepage: Transparent Pricing in Hero Headline

Problem: The first screen of the homepage must immediately communicate value — if it doesn't, users bounce before scrolling.

PricingFintech
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
winner+8.5%

Pricing Page: More Or Fewer Plans

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

PricingFintech
winner+8.5%

Pricing Page: Least Or Most Expensive First

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

PricingEdTech
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
inconclusive

Product: More Or Fewer Plans

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

PricingCross-Industry
inconclusive

Checkout: Less Or More Visible Prices

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

PricingCross-Industry
inconclusive

Product: What It's Worth on Product Page

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

PricingCross-Industryn=1,052,531
inconclusive

Checkout: Standard Or Superscript Price Format

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

PricingCross-Industryn=175,677
inconclusive

Listing: Product Highlights

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

PricingCross-Industryn=149,200
winner+12.5%

Pricing Page: One Time Payment Copy

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

PricingFintechn=89,887

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