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| Criterion |  UX Research Surveys |  Product Strategy Impact Mapping |  Product Strategy GIST Planning |  Growth A/B Testing |
|---|---|---|---|---|
Purposedifferent | 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. | When a goal needs to be connected to several possible paths, it shows chains of impact instead of feature lists. It connects business goal, behavior change, and measures. | 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 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 | 3-14 Tage | 45-90 min | Wochen bis Monate je Goal | 1-4 Wochen |
Participantsdifferent | 50+ | 3-8 | 3-10 | 1-6 |
Formatdifferent | Async | Workshop | Workshop + async | Async |
Outputdifferent | Survey Results, Charts, Segment Insights | Impact Map, Outcome Hypotheses, Delivery Options | Goals, Idea bank, Step-project list, Tasks, Learning reports | Experiment results, Decision log, Learning summary |
Tagsno overlap | QuantitativeResearchValidation | OutcomesStrategyBehaviorPlanning | RoadmapOutcomesPlanningExperiments | ExperimentsGrowthAnalyticsValidation |