A/B tests help validate product improvement hypotheses. The…

A/B tests help validate product improvement hypotheses. They shouldn't collide, so you can tell which 👍 or 👎 impact KPI's. To avoid collision: Expose max 1 test per page per session & group tests by similar goal (increasing conversion vs retention)