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What should you A/B test next?

Tell us your page type and we'll show you evidence-based test ideas ranked by expected impact.

Top recommendations for Any pages

10 results ranked by relevance score

1
Principle
High confidence
Score: 8
Personalized Experiences Generate 41% Higher Impact Than Generic

High confidence research finding for any pages

Expected lift: 20%-50%
2
Principle
High confidence
Score: 8
4+ Variation Tests Win 2.4x More Often With 27% Higher Lift

High confidence research finding for any pages

Expected lift: 10%-30%
3
Loser
High confidence
Score: 7
Ghost / Outline Buttons Lose to Filled Buttons — Consistently

High confidence best practice for any pages

Expected lift: -25%-0%

Based on 1,100+ real A/B test results and research findings