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| Criterion |  Systems Thinking Future Reality Tree |  Product Discovery Smoke Test |  Facilitation Dot Estimation |  Growth A/B Testing |
|---|---|---|---|---|
Purposedifferent | A Future Reality Tree shows how desired actions are meant to lead to a better system state. The method checks whether a path of change holds together logically before time flows into implementation. | 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. | When size or effort can only be estimated roughly, Dot Estimation condenses the group's experience into a quick range. It turns individual contributions into a visible selection. The result is captured as an Effort Heatmap, Risk Signals, and Discussion Targets. | 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 | High | Low | Low | High |
Timedifferent | 2-4 h | 1-5 Tage | 5-20 min | 1-4 Wochen |
Participantsdifferent | 3-8 | Nutzertraffic | 3-20 | 1-6 |
Formatdifferent | Workshop | Async | Workshop | Async |
Outputdifferent | Future Reality Tree, Negative Branches, Assumption List, Improved Injections | Interest Metrics, Conversion Signal, Learning Note | Effort Heatmap, Risk Signals, Discussion Targets | Experiment results, Decision log, Learning summary |
Tagsno overlap | Theory of ConstraintsSystems thinkingChange | ValidationExperimentsDemandGrowth | EstimationEffortRisk | ExperimentsGrowthAnalyticsValidation |