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| Criterion |  UX Research HEART Framework |  Product Discovery Concierge MVP |  Product Strategy Counter Metrics |  Product Discovery Learning Card |
|---|---|---|---|---|
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 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. | When a headline metric could mask side effects, it adds guardrail signals against unwanted outcomes. It connects customer value, product logic, and decision priorities. The result is captured as a counter-metric list and guardrail definitions. | The Learning Card connects traceable test results to a reasoned next action while keeping the limits of the insight visible. |
Complexitydifferent | Medium | Medium | Low | Low |
Timedifferent | 120 min initial, dann laufend | 1-4 Wochen | 30-60 min | 25-40 min |
Participantsdifferent | 3-6 | 3-10 Kunden | 2-6 | 1-5 |
Formatsame | Workshop + async | Workshop + async | Workshop + async | Workshop + async |
Outputdifferent | HEART-GSM Table, Dashboard | Concierge Learnings, Service Blueprint, MVP Risks | Counter Metric List, Guardrail Definitions | Learning Card with evidence and next action |
Tagsno overlap | MetricsUX researchMeasurementSatisfaction | MVPValidationServiceDiscovery | MetricsMeasurementStrategyExperiments | ExperimentsValidationDiscoveryLearning |