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Updated weekly · Last refresh Aug 30

Superhuman Product Growth Analyst Interview Questions

The questions to prepare for a Superhuman Product Growth Analyst interview. Questions from real interview reports rank first. Updated weekly.

50questions
~7htotal time
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1
MetricsStart here. 8 questions · ~64 min
Measure Success of AI FeaturesMedium

Define a practical metric framework for judging whether AI features create user value, product impact, and business return.

KPIsLeading IndicatorsDiagnosisSuperhuman
Calculate Self-Serve LTV to CACMedium

Define and calculate LTV to CAC for self-serve customers, then interpret what the ratio says about growth efficiency.

CACLTVfinancial metricsSuperhuman
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2
Product Sense8 questions · ~64 min
Using Feedback in Product DevelopmentEasy

Explain how user feedback should inform discovery, prioritization, and validation in a product development process.

User ResearchPain PointsUse CasesSuperhuman
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3
Strategy8 questions · ~64 min
Market Research for Product GrowthMedium

Framework for using market research to identify and prioritize product growth opportunities.

Competitive AnalysisGrowth StrategyMarket SizingSuperhuman
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4
A/B Testing & Experimentation8 questions · ~64 min
Analyze Results of UX A/B TestMedium

Explain how you would design and analyze a UX A/B test, from hypothesis and power to guardrails and launch decision.

ExperimentationStatistical SignificanceA/B TestingSuperhuman
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5
Execution7 questions · ~56 min
Prioritize Competing Revenue ExperimentsEasy

Choose between two revenue-moving growth experiments using clear success criteria, trade-offs, and guardrails.

Trade-offsSuccess CriteriaScope ManagementSuperhuman
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6
SQL & Data Manipulation8 questions + 3 drills · ~94 min
7
More topics3 questions · ~24 min
Cohort Analysis for RetentionMedium

Tests your ability to use cohort analysis to diagnose retention issues.

Data Analysisuser retentionCohort AnalysisSuperhuman
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The finish line: interview-readyComplete all 50 questions plus 3 hands-on drills to finish this plan.