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| Criterion |  UX Research Surveys |  Operations After-Action Review |  Product Discovery Learning Card |
|---|---|---|---|
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. | After missions or project phases with unclear outcomes, the method makes visible what actually happened and what can be learned from it. It separates course, effect, and causes so experience turns into solid improvement. | The Learning Card connects traceable test results to a reasoned next action while keeping the limits of the insight visible. |
Complexitydifferent | Medium | Low | Low |
Timedifferent | 3-14 Tage | 20-45 min | 25-40 min |
Participantsdifferent | 50+ | 3-12 | 1-5 |
Formatdifferent | Async | Workshop + async | Workshop + async |
Outputdifferent | Survey Results, Charts, Segment Insights | Lessons learned, Action items, Event summary | Learning Card with evidence and next action |
Tagsno overlap | QuantitativeResearchValidation | LearningOperationsImprovement | ExperimentsValidationDiscoveryLearning |
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Methods with strong topical overlap with the current selection, not yet in the comparison.
