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| Criterion |  Decision Making Assumption Surfacing |  UX Research Surveys |  Product Discovery Concierge MVP |
|---|---|---|---|
Purposedifferent | Plans often contain assumptions that were never openly stated and remain dangerous precisely because of that. Assumption Surfacing makes these silent premises visible and prioritizes which of them carry the initiative or could sink it. | 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 an idea can first fail or grow through genuine hands-on support, it relies on manual work instead of automation. It shows whether user value holds up even under manual execution. |
Complexitydifferent | Low | Medium | Medium |
Timedifferent | 45-90 min | 3-14 Tage | 1-4 Wochen |
Participantsdifferent | 2-8 | 50+ | 3-10 Kunden |
Formatdifferent | Workshop + async | Async | Workshop + async |
Outputdifferent | Assumption List, Critical Assumptions, Learning Plan | Survey Results, Charts, Segment Insights | Concierge Learnings, Service Blueprint, MVP Risks |
Tagsno overlap | AssumptionsRiskDecisionDiscovery | QuantitativeResearchValidation | MVPValidationServiceDiscovery |
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