Metrics & Benchmarks
How to A/B Test Emails Properly
Most email A/B tests are not tests — they are noise read as signal. This guide covers writing a real hypothesis, choosing variables by impact, splitting the list correctly, the sample sizes needed to detect a given difference, why open rate is the wrong success metric, and how to build a testing program instead of a testing habit.
Sep 18, 20269 min read