Uplift

scenario

Reconcile GA4 purchases with the order table

Digital & Marketing Analytics · Google Analytics 4 · medium · Original Uplift question · Google Analytics 4 · 15 min

GA4 reports 30% fewer purchases than the order table for the same week, and the marketing lead wants to know which number is right. Explain how you reconcile them, which causes you check and in what order, and what you recommend each number be used for.

Evaluation criteria

  • States a clear recommendation
  • Supports it with the right metrics or test design
  • Names the trade-offs and risks

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Source

Original Uplift question based on a common interview pattern.

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