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Updated weekly · Last refresh Aug 30

Frontier Product Growth Analyst Interview Questions

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

50questions
~7htotal time
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1
A/B Testing & ExperimentationStart here. 8 questions · ~69 min
Define Metrics for Referral TestMedium

Design a growth experiment for a referral prompt, including a primary metric, guardrails, MDE, power analysis, and a ship rule.

ExperimentationGuardrail MetricsA/B TestingFrontier
Guardrails for Feature Rollout TestMedium

Design an A/B test for a new reorder widget, including guardrails, MDE-based power analysis, and a ship rule that prioritizes safety.

ExperimentationGuardrail MetricsStatistical SignificanceFrontier
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2
Statistics & Probability8 questions · ~69 min
Retention Lift Experiment for New FeatureMedium

Use a two-proportion z-test and confidence interval to determine whether a new feature improves 28-day retention, not just short-term engagement.

ExperimentationRetentionA/B TestingFrontier
Retention A/B Test for OnboardingMedium

Design and analyze a retention experiment using a two-proportion z-test to determine whether a new onboarding feature improves 7-day retention.

ExperimentationHypothesis TestingA/B TestingFrontier
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3
Metrics8 questions · ~69 min
Compare CAC Against LTVMedium

Calculate CAC and compare it with LTV to decide whether an acquisition campaign is economically viable.

CACcampaign viabilityLTVFrontier
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4
Strategy8 questions · ~69 min
Responding to Rising CAC PressureMedium

How to respond when CAC rises 15% while LTV stays flat, using unit economics and profitability levers.

margin improvementCACcustomer lifetime valueFrontier
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5
Product Sense8 questions · ~69 min
Design Growth Experiments Around Pain PointsMedium

How to identify user pain points and turn them into a growth experiment plan.

User ResearchUser NeedsPain PointsFrontier
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6
Execution8 questions · ~69 min
Define Success for New OnboardingEasy

Define launch success for a new onboarding flow in 8 weeks with incomplete baseline data, limited engineering capacity, and competing stakeholder goals.

Launch PlanningSuccess CriteriaRisk AssessmentFrontier
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7
More topics2 questions · ~17 min
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