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Social Proof Widget Tester

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A/B test social proof widgets — testimonial formats, review displays, trust badges, and notification popups — to maximize downstream CTA conversion.

Primary Metric

Downstream CTA Conversion

↑ Higher is better

Experiment Settings

Variants per round: 3

Max rounds: 8

Min sample size: 1,000

Guard Rails

Experiments auto-pause if these thresholds are breached

Minimum 1% downstream conversionFloor: 1.0%