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

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

1,183 results

Test Idea
Inconclusive

Pattern #4: Testimonials

social_proofcheckout
Low confidence
Test Idea
Winner

Pattern #1: Remove Coupon Fields

formscheckout
Medium confidence
Test Idea
Inconclusive

Pattern #3: Fewer Form Fields

formscheckout
Low confidence
Test Idea
Winner

Autoplay Video

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

Pattern #2: Icon Labels

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

Canned Response

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

Lower Price Frames

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

Blurred Product Background

layoutsignup
Expected lift: 0%-10%
High 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

Free Shipping

pricingshopping_cart
Expected lift: 5%-10%
Medium 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

One Time Payment Copy

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

What It's Worth

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

Right Or Left Aligned Forms

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

Floating Labels

formscheckout
Low confidence
Test Idea
Inconclusive

Field Explanations

formscheckout
Low confidence
Test Idea
Inconclusive

Complementary Upsell

pricingcheckout
Low confidence
Test Idea
Inconclusive

Single Or Double Column Form Fields

formscheckout
Low confidence

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