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| Criterion |  Systems Thinking VUCA Scan |  Product Discovery Fake Door Test |
|---|---|---|
Purposedifferent | The VUCA Scan helps read difficult situations more precisely. Instead of treating unclarity as generally complicated, the method separates fast change, missing knowledge, systemic entanglement, and ambiguous interpretation. | When demand is still unclear, it measures interest in a feature before it is built. It separates real behavior from polite agreement and deliberately keeps build effort small. |
Complexitydifferent | Low | Medium |
Timedifferent | 30-90 min | 1-5 Tage |
Participantsdifferent | 1-10 | Nutzertraffic |
Formatdifferent | Workshop + async | Async |
Outputdifferent | VUCA Map, Response Options, Signal and Learning Plan | Click Data, Interest Signal, Learning Decision |
Tagsno overlap | SensemakingUncertaintyComplexityStrategyForesight | ValidationExperimentsDemandDiscovery |
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