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| Criterion |  Decision Making Assumption Surfacing |  Growth Hooked Model |  Product Strategy ICE Scoring |  Decision Making Risk Matrix |
|---|---|---|---|---|
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. | The Hooked Model helps clarify engagement loops, user behavior, and experiments. It makes repeat behavior measurable and captures the result as a hooked loop, trigger map, and reward design. | When ideas need sorting quickly, it condenses impact, confidence, and effort into one compact score. It connects customer value, product logic, and decision priorities. The result is captured as an ICE table and top-ideas list. | When a project faces many possible disruptions, it quickly becomes unclear which risks deserve attention first. It separates options, evaluation criteria, and open risks. The result is captured as a Risk Matrix and a Top Risk List. |
Complexitydifferent | Low | Medium | Low | Low |
Timedifferent | 45-90 min | Multiple workshops over several weeks | 30-60 min | 30-60 min |
Participantsdifferent | 2-8 | 2-8 | 2-8 | 3-10 |
Formatsame | Workshop + async | Workshop + async | Workshop + async | Workshop + async |
Outputdifferent | Assumption List, Critical Assumptions, Learning Plan | Hooked loop, Trigger map, Reward design, Ethics check | ICE Table, Top Idea List | Risk Matrix, Top Risk List |
Tagsno overlap | AssumptionsRiskDecisionDiscovery | GrowthBehaviorRetention | PrioritizationScoringGrowthDecision | RiskDecisionPrioritizationAssessment |