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| Criterion |  Product Discovery Smoke Test |  Growth Hooked Model |  Product Discovery Learning Card |  Growth Growth Experiment |
|---|---|---|---|---|
Purposedifferent | 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. | The Hooked Model helps clarify engagement loops, user behavior, and experiments. It makes repeat behavior measurable and captures the result as a hooked loop, trigger map, and reward design. | The Learning Card connects traceable test results to a reasoned next action while keeping the limits of the insight visible. | When growth ideas surface quickly, the temptation to build immediately instead of learning is high. A Growth Experiment frames an assumption so target group, lever, and measurement are clear before the first deployment. |
Complexitydifferent | Low | Medium | Low | Medium |
Timedifferent | 1-5 Tage | Multiple workshops over several weeks | 25-40 min | 1-2 Wochen |
Participantsdifferent | Nutzertraffic | 2-8 | 1-5 | 1-6 |
Formatdifferent | Async | Workshop + async | Workshop + async | Workshop + async |
Outputdifferent | Interest Metrics, Conversion Signal, Learning Note | Hooked loop, Trigger map, Reward design, Ethics check | Learning Card with evidence and next action | Experiment card, Result summary, Next bet |
Tagsno overlap | ValidationExperimentsDemandGrowth | GrowthBehaviorRetention | ExperimentsValidationDiscoveryLearning | MarketingGrowthExperimentsLearning |