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Selected:ARID (Active Reviews for Intermediate Designs)First-click Testing Assumption Mapping A/B Testing

Criterion	Architecture ARID (Active Reviews for Intermediate Designs)	UX Research First-click Testing	Product Discovery Assumption Mapping	Growth A/B Testing
Purposedifferent	ARID examines how well developers can work with a technical design. It focuses on a part of the system that can still be revised, between the architecture overview and the detailed specification.	When users immediately turn the wrong way on a screen or wireframe, first click testing checks initial orientation at high speed. The first click shows early whether expectation, labeling, and wayfinding fit together.	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.
Complexitydifferent	Medium	Low	Medium	High
Timedifferent	2–4 h review as a planning range; preparation and evaluation additional	1-2 Tage	45-60 min	1-4 Wochen
Participantsdifferent	Designers, developers as users, and facilitation	10-30	2-8	1-6
Formatdifferent	Workshop + async	Async	Workshop + async	Async
Outputdifferent	Prioritized development tasks, Jointly produced code or pseudocode, Observed difficulties and open design questions, Proposed design revisions	Click Heatmap, Success Rate, Design Recommendations	Assumption map, Test backlog, Risk ranking	Experiment results, Decision log, Learning summary
Tags1 shared	ArchitectureEngineeringFeedbackValidationTasks	UXNavigationFindabilityValidation	AssumptionsRiskExperimentsValidation	ExperimentsGrowthAnalyticsValidation

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