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hardScenarioConceptMidSeniorStaff

Your A/B test came back not significant. What do you do next?

5 min readUpdated 2026-08-15

Answer

Short answer

Establish whether the test could ever have detected the effect you cared about, because an underpowered null tells you nothing; then read the confidence interval rather than the verdict and decide whether to extend, test a larger change, or accept that the assumption was wrong.

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Likely follow-ups

  • The interval runs from minus one per cent to plus nine per cent. Do you ship?
  • Your designer wants to check whether it worked for mobile users specifically. How do you handle that?
  • You only have 3,000 weekly users. What would you do instead of an A/B test?
  • How would you tell a team that has spent a quarter on this that the honest reading is no effect?

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