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| Criterion |  UX Research HEART Framework |  Product Strategy Lean Canvas |  Engineering Goal Question Metric |  Innovation Lean Startup |
|---|---|---|---|---|
Purposedifferent | Helps clarify observations, needs, and patterns in concrete terms. It groups observations into patterns, questions, and decisions. The result is captured as a HEART-GSM table and dashboard. | When an early product bet still has too many open points, it brings target group, problem, and assumptions into a single view. It condenses the idea so core risks become nameable. | Helps clarify technical problems, hypotheses, and next steps in concrete terms. It breaks a technical problem into testable parts. The result is captured as a GQM table and metric briefs. | For uncertain business assumptions, the method forces the idea into contact with real market reactions early. It separates wishful picture, assumption, and observable behavior, so that learning becomes faster than planning. This translates uncertainty into measurable insight. |
Complexitysame | Medium | Medium | Medium | Medium |
Timedifferent | 120 min initial, dann laufend | 45-90 min | 90-180 min | Wochen bis Monate je Lernzyklus |
Participantsdifferent | 3-6 | 1-6 | 3-6 | 2-8 |
Formatdifferent | Workshop + async | Workshop + async | Workshop | Workshop + async |
Outputdifferent | HEART-GSM Table, Dashboard | Lean Canvas, Core Assumptions, Experiment Backlog | GQM Table, Metric Profiles | Hypothesis list, MVPs, Learning reports, Pivot or persevere decision |
Tagsno overlap | MetricsUX researchMeasurementSatisfaction | StartupLeanAssumptionsBusiness model | MetricsMeasurementEngineeringAlignment | LeanStartupValidationMVP |