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| Criterion |  Facilitation Dot Estimation |  Product Discovery Smoke Test |  Decision Making Wideband Delphi |  Growth A/B Testing |
|---|---|---|---|---|
Purposedifferent | 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 demand only needs to be roughly verified, it tests interest with minimal effort. It measures whether people would take a next step at all. | A single opinion rarely holds up for planning when the future is genuinely uncertain. It separates options, evaluation criteria, and open risks. The result is captured as an Estimate Range, Assumption Log, and Expert Consensus Notes. | 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 | Low | Low | High | High |
Timedifferent | 5-20 min | 1-5 Tage | 1-4 h or multiple rounds | 1-4 Wochen |
Participantsdifferent | 3-20 | Nutzertraffic | 4-12 Experten | 1-6 |
Formatdifferent | Workshop | Async | Workshop + async | Async |
Outputdifferent | Effort Heatmap, Risk Signals, Discussion Targets | Interest Metrics, Conversion Signal, Learning Note | Estimate Range, Assumption Log, Expert Consensus Notes | Experiment results, Decision log, Learning summary |
Tagsno overlap | EstimationEffortRisk | ValidationExperimentsDemandGrowth | EstimationExpertsForecasting | ExperimentsGrowthAnalyticsValidation |