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Recommendation Display Tester

productembed-scriptdaily cycle

A/B test recommendation display formats — row grid, hero spotlight, explained recommendations, trending, curated — to maximize click-through rates.

Primary Metric

Recommendation CTR

↑ 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 2% recommendation CTRFloor: 2.0%