Experiment With Discipline, Not Randomness
Write test statements grounded in observed friction. Example: “If we shorten the form to essential fields, qualified submissions will increase because fewer users abandon.” Measure intent, not vanity metrics.
Experiment With Discipline, Not Randomness
Estimate minimum detectable effect and required sample size before launching. Let tests run through full weekly cycles to capture behavior variance and avoid false positives from seasonality.