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| Criterion |  Growth A/B Testing |  Business Strategy Strategy Map |  Product Strategy OKRs |  Product Discovery Smoke Test |
|---|---|---|---|---|
Purposedifferent | 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. | A Strategy Map translates strategy into a few connected objectives across perspectives such as finance, customers, processes, and learning. This makes visible which capabilities and activities are meant to drive which results. | When strategic direction needs to become measurable, it connects ambition with checkable results. It makes goals connectable to focus and review. | When demand only needs to be roughly verified, it tests interest with minimal effort. It measures whether people would take a next step at all. |
Complexitydifferent | High | Medium | Medium | Low |
Timedifferent | 1-4 Wochen | 2-4 h workshop plus review | 1-2 h Setup | 1-5 Tage |
Participantsdifferent | 1-6 | 4-10 | 2-20 | Nutzertraffic |
Formatdifferent | Async | Workshop | Workshop + async | Async |
Outputdifferent | Experiment results, Decision log, Learning summary | Strategy Map, Objective Set, Cause-Effect Hypotheses | OKR set, Measurement plan, Review cadence | Interest Metrics, Conversion Signal, Learning Note |
Tagsno overlap | ExperimentsGrowthAnalyticsValidation | AlignmentExecutionGoalsCausality | GoalsAlignmentOutcomesMeasurement | ValidationExperimentsDemandGrowth |