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| Criterion |  Product Discovery Outcome-Driven Innovation |  Systems Thinking Evaporating Cloud |  Growth A/B Testing |  UX Research Surveys |
|---|---|---|---|---|
Purposedifferent | Outcome-Driven Innovation clarifies customer problems, solution opportunities, and evidence. It separates jobs, desired outcomes, importance, satisfaction, and opportunity, and captures results as desired outcome statements, an opportunity landscape, and segments by underserved needs. | The method makes visible why two seemingly incompatible demands arise and which assumption must be tested to resolve the conflict. | 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. | When a topic needs to be validated broadly and many people can answer the same question, surveys gather structured feedback in a scalable form. Answers become comparable and segmentable instead of remaining merely anecdotal. |
Complexitydifferent | High | Medium | High | Medium |
Timedifferent | Mehrere Wochen | 60-120 min | 1-4 Wochen | 3-14 Tage |
Participantsdifferent | 2-6 researchers plus sample | 2-8 | 1-6 | 50+ |
Formatdifferent | Workshop + async | Workshop | Async | Async |
Outputdifferent | Desired outcome statements, Opportunity landscape, Segmentation by underserved needs, Innovation hypotheses | Conflict Cloud, Assumption List, Breakthrough Ideas, Next Experiments | Experiment results, Decision log, Learning summary | Survey Results, Charts, Segment Insights |
Tagsno overlap | OutcomesInnovationResearchQuantitative | Theory of ConstraintsAssumptionsSystems thinking | ExperimentsGrowthAnalyticsValidation | QuantitativeResearchValidation |