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| Criterion |  Innovation Design Sprint |  Growth A/B Testing |  UX Research Usability Testing |
|---|---|---|---|
Purposedifferent | When the product question is unclear and time pressure is high, the method takes a team from an open idea to a testable solution. It connects problem understanding, decision, and learning in one compact format, lowering the risk of spending a lot of energy on a mere guess. | 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 product is built but people get stuck on tasks, usability testing shows the friction at concrete points. Observed use instead of self-report makes visible where orientation, understanding, or interaction breaks down. |
Complexitydifferent | High | High | Medium |
Timedifferent | 4-5 Tage | 1-4 Wochen | 1-2 h je Session |
Participantsdifferent | 5-8 | 1-6 | Based on research question |
Formatdifferent | Workshop | Async | Workshop + async |
Outputdifferent | Prototype, Test Findings, Decision Rationale | Experiment results, Decision log, Learning summary | Usability Issues, Severity List, Recommendations |
Tags1 shared | Design sprintPrototypeValidationInnovation | ExperimentsGrowthAnalyticsValidation | ValidationUXPrototype |
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