Meaningful A/B Testing
Test hypotheses that change decisions, not adjectives. Compare cadence, educational depth, or channel mix rather than tiny subject line tweaks. Define success and duration in advance, and stop early only with strong evidence. Thoughtful experiments compound learning, reduce guesswork, and keep creative energy directed at improvements that actually move needles.