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| Criterion |  Growth Growth Experiment |  Product Strategy GIST Planning |  Product Discovery Opportunity Solution Tree |  Growth A/B Testing |
|---|---|---|---|---|
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. | GIST Planning helps clarify target groups, value, goals, and priorities. It links customer value, product logic, and decision priorities, and captures the result as goals, an idea bank, and a step-project list. | When discovery keeps swinging between goals, ideas, and learning loops, it creates clear steering logic. It connects the desired outcome, opportunities, and experiments into a legible structure. | 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 | Medium | Medium | Medium | High |
Timedifferent | 1-2 Wochen | Wochen bis Monate je Goal | 1-2 h Setup, laufend | 1-4 Wochen |
Participantsdifferent | 1-6 | 3-10 | 2-6 | 1-6 |
Formatdifferent | Workshop + async | Workshop + async | Workshop + async | Async |
Outputdifferent | Experiment card, Result summary, Next bet | Goals, Idea bank, Step-project list, Tasks, Learning reports | Opportunity Solution Tree, Experiment Backlog, Learning Log | Experiment results, Decision log, Learning summary |
Tags1 shared | MarketingGrowthExperimentsLearning | RoadmapOutcomesPlanningExperiments | DiscoveryOutcomesExperimentsOpportunity | ExperimentsGrowthAnalyticsValidation |