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Data Interview Question

Crafting a Refund Strategy for a Food Delivery Service

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Requirements Clarification & Assessment

  1. Objective Clarification:

    • Primary Goal: Establish a refund policy that balances customer satisfaction and loyalty with revenue protection.
    • Secondary Goals: Reduce churn, prevent fraud, and maintain competitive advantage.
  2. Historical Context:

    • Current Practice: Refunds have been handled on a case-by-case basis with no standardized policy.
    • Refund Scenarios:
      • Late delivery
      • Incorrect or missing items
      • Non-delivery
  3. Data Collection Needs:

    • Past Refund Data: Analyze past 3 months of order and refund data, including reasons and values.
    • Customer Behavior: Track patterns in customer refund requests and satisfaction metrics.
  4. Constraints & Considerations:

    • Budget: Determine acceptable refund budget limits.
    • Time Frame: Define the period within which refunds can be claimed (e.g., within 24 hours of delivery).
    • Fraud Detection: Establish measures to prevent abuse of the refund policy.
  5. Stakeholder Input:

    • Customer Support: Insights on frequent complaints and customer expectations.
    • Finance Team: Impact on revenue and profitability.
    • Delivery Partners: Feedback on delivery-related issues and responsibilities.