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forms A/B Test Results & Research
Evidence-based test ideas, findings, and best practices for forms.
49
Total entries
27%
Win rate
10
Entry types
49 results
Test Idea
Inconclusive
Pattern #92: Already Viewed Label
forms
listing
Low confidence
Test Idea
Inconclusive
Pattern #83: Progressive Fields
forms
product
Low confidence
Test Idea
Inconclusive
Pattern #78: Tags, Badges And Structured Information
forms
checkout
Low confidence
Test Idea
Inconclusive
Pattern #47: Benefit-Lead Labels
forms
any
Low confidence
Test Idea
Inconclusive
Pattern #38: Faded Background Form
forms
product
Low confidence
Test Idea
Inconclusive
Pattern #44: Auto Focused Form Field
forms
any
Low confidence
Test Idea
Inconclusive
Pattern #35: Floating Labels
forms
checkout
Low confidence
Test Idea
Inconclusive
Pattern #28: Easiest Fields First
forms
checkout
Low confidence
Test Idea
Inconclusive
Pattern #8: Natural Language Forms
forms
home_landing
Low confidence
Test Idea
Inconclusive
Pattern #13: Centered Forms & Buttons
forms
checkout
Low confidence
Test Idea
Inconclusive
Pattern #10: Postponed Modal Forms
forms
product
Low confidence
Test Idea
Inconclusive
Pattern #5: Top Aligned Labels
forms
checkout
Low confidence
Test Idea
Winner
Pattern #2: Icon Labels
forms
listing
Expected lift: 5%-15%
High confidence
Test Idea
Winner
Pattern #1: Remove Coupon Fields
forms
checkout
Medium confidence
Test Idea
Inconclusive
Pattern #3: Fewer Form Fields
forms
checkout
Low confidence
Test Idea
Winner
Right Or Left Aligned Forms
forms
signup
Expected lift: 5%-15%
Medium confidence
Test Idea
Winner
Forced Action
forms
signup
Expected lift: 5%-20%
High confidence
Test Idea
Inconclusive
Single Or Double Column Form Fields
forms
checkout
Low confidence
Test Idea
Inconclusive
Floating Labels
forms
checkout
Low confidence
Test Idea
Inconclusive
Field Explanations
forms
checkout
Low confidence
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