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Criterion
Paper illustration for Change Analysis.
Operations
Change Analysis
A/B Testing workspace showing the question, observations, and next decision.
Growth
A/B Testing
Purposedifferent
For a deviation after a change, the method isolates the influence of the altered condition. It narrows down which differences are relevant and which are just accompanying noise.When two variants compete, discussions quickly decide by taste rather than effect. A/B Testing checks behavior under controlled conditions and separates real improvement from chance or expectation effects.
Complexitydifferent
MediumHigh
Timedifferent
45-120 min1-4 Wochen
Participantsdifferent
2-61-6
Formatdifferent
Workshop + asyncAsync
Outputdifferent
Change Matrix, Cause Hypotheses, Validation Questions, Action ListExperiment results, Decision log, Learning summary
Tagsno overlap
ChangeRoot causeTroubleshootingComparison
ExperimentsGrowthAnalyticsValidation
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Often compared together

Methods with strong topical overlap with the current selection, not yet in the comparison.

Paper illustration for Smoke Test.
Product Discovery
Smoke Test
Paper illustration of a calm four-quadrant Assumption Map with hypothesis cards and emphasis on important assumptions with little evidence.
Product Discovery
Assumption Mapping
Paper illustration of Experiment Canvas with a method-specific labelled workspace.
Product Discovery
Experiment Canvas
Paper illustration for Fake Door Test
Product Discovery
Fake Door Test