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| Criterion |  UX Research Surveys |  Operations ALPEN Method |  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. | With an overloaded day full of too many tasks, a realistic picture of the day emerges. The method connects estimating, deciding, and buffer thinking so planning fits available energy and time. | 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 | Low | Medium | High |
Timedifferent | 3-14 Tage | 10-20 min daily | Wochen bis Monate je Goal | 1-4 Wochen |
Participantsdifferent | 50+ | 1 | 3-10 | 1-6 |
Formatdifferent | Async | Async | Workshop + async | Async |
Outputdifferent | Survey Results, Charts, Segment Insights | Daily Plan, Time Estimates, Review Notes | Goals, Idea bank, Step-project list, Tasks, Learning reports | Experiment results, Decision log, Learning summary |
Tagsno overlap | QuantitativeResearchValidation | PlanningTime managementProductivityOperations | RoadmapOutcomesPlanningExperiments | ExperimentsGrowthAnalyticsValidation |