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1,100+ A/B Test Results & CRO Research

Evidence-based test ideas, research findings, and best practices — searchable and free.

1,186 results

Test Idea
Inconclusive

Pattern #5: Top Aligned Labels

formscheckout
Low confidence
Test Idea
Winner

Cart Reminder And Recently Viewed

personalizationsignup
Expected lift: 5%-10%
High confidence
Test Idea
Winner

Canned Response

copysignup
Expected lift: 5%-10%
High confidence
Test Idea
Winner

Personalized Next Step

personalizationthank_you
Expected lift: 5%-10%
High confidence
Test Idea
Inconclusive

Pattern #3: Fewer Form Fields

formscheckout
Low confidence
Test Idea
Winner

Authority

social_proofsignup
Expected lift: 5%-15%
High confidence
Test Idea
Winner

Pattern #1: Remove Coupon Fields

formscheckout
Medium confidence
Test Idea
Winner

Autoplay Video

imagerythank_you
Expected lift: 0%-10%
High confidence
Test Idea
Inconclusive

Pattern #4: Testimonials

social_proofcheckout
Low confidence
Test Idea
Winner

Forced Action

formssignup
Expected lift: 5%-20%
High confidence
Test Idea
Winner

Least Or Most Expensive First

pricingpricing
Expected lift: 5%-10%
Medium confidence
Test Idea
Winner

Right Or Left Aligned Forms

formssignup
Expected lift: 5%-15%
Medium confidence
Test Idea
Winner

Free Shipping

pricingshopping_cart
Expected lift: 5%-10%
Medium confidence
Test Idea
Winner

What It's Worth

pricingpricing
Expected lift: 5%-20%
High confidence
Test Idea
Winner

Blurred Product Background

layoutsignup
Expected lift: 0%-10%
High confidence
Test Idea
Winner

Company Logos

social_proofpricing
Expected lift: 5%-10%
Medium confidence
Test Idea
Winner

How It Works

copysignup
Expected lift: 5%-10%
Medium confidence
Test Idea
Winner

Lower Price Frames

pricingpricing
Expected lift: 5%-15%
High confidence
Test Idea
Winner

One Time Payment Copy

pricingpricing
Expected lift: 5%-20%
High confidence
Test Idea
Winner

More Or Fewer Plans

pricingpricing
Expected lift: 5%-10%
Medium confidence

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