View methods side by side.
Choose up to four methods. Add them using the search and share the comparison by copying its link.
| Criterion |  Product Discovery Assumption Mapping |  Growth A/B Testing |  Product Strategy SMART Goals |  Product Strategy OKRs |
|---|---|---|---|---|
Purposedifferent | When assumptions still sit unordered in the room, it weighs uncertainty against leverage. It makes visible which hypotheses should be checked first. | 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 goals are formulated too generally, it brings measurability, direction, and timing into shape. It prevents intentions from staying without clear verification. | When strategic direction needs to become measurable, it connects ambition with checkable results. It makes goals connectable to focus and review. |
Complexitydifferent | Medium | High | Low | Medium |
Timedifferent | 45-60 min | 1-4 Wochen | 15-30 min | 1-2 h Setup |
Participantsdifferent | 2-8 | 1-6 | 1-8 | 2-20 |
Formatdifferent | Workshop + async | Async | Workshop + async | Workshop + async |
Outputdifferent | Assumption map, Test backlog, Risk ranking | Experiment results, Decision log, Learning summary | SMART Goal, Measurement Note, Deadline | OKR set, Measurement plan, Review cadence |
Tagsno overlap | AssumptionsRiskExperimentsValidation | ExperimentsGrowthAnalyticsValidation | GoalsPlanningMeasurementAlignment | GoalsAlignmentOutcomesMeasurement |