View methods side by side.
Choose up to four methods. Add them using the search and share the comparison by copying its link.
| Criterion |  Growth Pirate Metrics AARRR |  Product Discovery Smoke Test |  Product Strategy GIST Planning |
|---|---|---|---|
Purposedifferent | For products with complex usage paths, overall growth alone is too coarse to reveal bottlenecks. Pirate Metrics breaks the relationship with the product into consecutive stages and shows where the funnel actually leaks. | When demand only needs to be roughly verified, it tests interest with minimal effort. It measures whether people would take a next step at all. | GIST Planning helps clarify target groups, value, goals, and priorities. It links customer value, product logic, and decision priorities, and captures the result as goals, an idea bank, and a step-project list. |
Complexitydifferent | Medium | Low | Medium |
Timedifferent | 1-2 h Setup, laufend | 1-5 Tage | Wochen bis Monate je Goal |
Participantsdifferent | 2-8 | Nutzertraffic | 3-10 |
Formatdifferent | Workshop + async | Async | Workshop + async |
Outputdifferent | AARRR funnel, Metric baseline, Experiment backlog | Interest Metrics, Conversion Signal, Learning Note | Goals, Idea bank, Step-project list, Tasks, Learning reports |
Tags1 shared | GrowthMetricsExperiments | ValidationExperimentsDemandGrowth | RoadmapOutcomesPlanningExperiments |
Often compared together
Methods with strong topical overlap with the current selection, not yet in the comparison.
