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| Criterion |  UX Research Surveys |  Growth A/B Testing |  Architecture Software Architecture Canvas |
|---|---|---|---|
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 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. | The Software Architecture Canvas reduces a system to the most important architecture decisions, constraints, and interfaces. It is useful when teams need a resilient overall picture quickly. |
Complexitydifferent | Medium | High | Low |
Timedifferent | 3-14 Tage | 1-4 Wochen | 1-2 h |
Participantsdifferent | 50+ | 1-6 | 3-10 |
Formatdifferent | Async | Async | Workshop |
Outputdifferent | Survey Results, Charts, Segment Insights | Experiment results, Decision log, Learning summary | Architecture Canvas, Goals, Constraints, Quality Attributes |
Tagsno overlap | QuantitativeResearchValidation | ExperimentsGrowthAnalyticsValidation | CanvasArchitectureAlignmentWorkshop |
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Methods with strong topical overlap with the current selection, not yet in the comparison.
