Inconclusive
Low confidence
Above The Fold Call To Action
If we implement 'Above The Fold Call To Action' on listing pages, then conversion metrics will improve based on documented A/B testing evidence.
Hypothesis
If we implement 'Above The Fold Call To Action' on listing pages, then conversion metrics will improve based on documented A/B testing evidence.
Why This Works
Key Learnings
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Best Practice
Loser
Ghost / Outline Buttons Lose to Filled Buttons — Consistently
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Expected lift: -25%-0%
High confidence
Test Idea
Winner
Multiple Steps
navigationlisting
Expected lift: 5%-5%
High confidence
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Repeated Bottom CTA on Long Pages → +15.5% Signups
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Expected lift: 10%-25%
High confidence
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Pattern #2: Icon Labels
formslisting
Expected lift: 5%-15%
High confidence
Test Idea
Winner
Distinct CTA Color + First Fold Placement → +101% Click-Through Rate
ctahomepage
Expected lift: 40%-120%
High confidence