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| Criterion |  Growth Growth Experiment |  Operations 8D Problem Solving |  Product Discovery Smoke Test |  Operations Root Cause Analysis |
|---|---|---|---|---|
Purposedifferent | 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. | For an acute quality or delivery problem, the method structures immediate protection and root cause work together. It keeps the situation stable while the actual cause is investigated cleanly. | 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 a problem keeps recurring and the cause stays unclear, the method exposes the underlying mechanism. It separates symptom, guess, and robust explanation from one another. |
Complexitydifferent | Medium | High | Low | Medium |
Timedifferent | 1-2 Wochen | 1-6 Wochen | 1-5 Tage | 1-4 h |
Participantsdifferent | 1-6 | 4-10 | Nutzertraffic | 3-8 |
Formatdifferent | Workshop + async | Workshop + async | Async | Workshop + async |
Outputdifferent | Experiment card, Result summary, Next bet | 8D Report, Containment Plan, Root Cause Evidence, Corrective Action Plan | Interest Metrics, Conversion Signal, Learning Note | Problem Statement, Cause Hypotheses, Confirmed Causes, Action Plan |
Tagsno overlap | MarketingGrowthExperimentsLearning | QualityProblem solvingRoot cause | ValidationExperimentsDemandGrowth | Root causeProblem solvingQualityIncident |