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| Criterion |  Systems Thinking Causal Loop Diagram |  Product Discovery Smoke Test |  Product Discovery Assumption Mapping |
|---|---|---|---|
Purposedifferent | A Causal Loop Diagram makes feedback, reinforcement, and balance in a system legible. It uncovers side effects and self-reinforcement that stay hidden in linear explanations. | 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 assumptions still sit unordered in the room, it weighs uncertainty against leverage. It makes visible which hypotheses should be checked first. |
Complexitydifferent | Medium | Low | Medium |
Timedifferent | 1-3 h | 1-5 Tage | 45-60 min |
Participantsdifferent | 2-8 | Nutzertraffic | 2-8 |
Formatdifferent | Workshop | Async | Workshop + async |
Outputdifferent | Causal Loop Diagram, Feedback Notes, Leverage Points | Interest Metrics, Conversion Signal, Learning Note | Assumption map, Test backlog, Risk ranking |
Tagsno overlap | FeedbackSystems thinkingCausalityDynamics | ValidationExperimentsDemandGrowth | AssumptionsRiskExperimentsValidation |
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