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Updated weekly · Last refresh Oct 17

TikTok Shop Business Analyst Interview Questions

The questions to prepare for a TikTok Shop Business Analyst interview. Questions from real interview reports rank first. Updated daily.

23questions
~4htotal time
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1
MetricsStart here. 4 questions · ~40 min
Using Metrics to Drive DecisionsEasy

Explain how you used a KPI and supporting metrics to diagnose a product issue and make a concrete product decision.

Funnel AnalysisKPIsLeading IndicatorsTikTok Shop
Metrics for a New LaunchEasy

Define the core metrics for a new product launch, from early adoption and activation to retention and long-term value.

Lagging IndicatorsKPIsLeading IndicatorsTikTok Shop
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2
SQL & Data Manipulation6 questions · ~61 min
SQL for Business ScenariosHard
Practice

Calculate monthly TikTok Shop seller GMV, growth, ranking, and cumulative performance from order data.

Joinssql queriescomplex queriesTikTok Shop
Automating Manual ReportingMedium
Practice

Replace a manual Excel sales report with a repeatable SQL query for monthly seller performance.

process improvementJoinsExcelTikTok Shop
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3
Behavioral & Leadership9 questions · ~91 min
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4
More topics4 questions · ~40 min
Diagnosing a Sudden Conversion DropHard

Diagnose a 10% overnight TikTok Shop category conversion decline and coordinate evidence-based corrective action.

alertingcontingency planningdata-driven decisionsTikTok Shop
Balancing Revenue and UXHard

Develop a framework for growing TikTok Shop revenue without damaging customer trust, satisfaction, or long-term platform health.

business strategyGrowth Strategyuser experienceTikTok Shop
Evaluating TikTok LIVE ShoppingMedium

Assesses product sense and measurement approach for TikTok Shop live commerce.

performance evaluationuser engagementTikTok Shop
Retention Strategy for FestivalsHard

Evaluates strategic thinking for improving retention during peak TikTok Shop shopping periods.

user retentionTikTok Shop
The finish line: interview-readyComplete all 23 questions to finish this plan.