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Data Interview Question

Dasher Online Timing

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Requirements Clarification & Assessment

  1. Clarifying Questions:

    • Is the primary goal to increase dasher availability during peak times or to improve the overall delivery experience?
    • Does the feature target all dashers or only those currently offline?
    • Is the notification system intended to be real-time or based on historical data patterns?
    • Are there specific markets or regions where this feature is prioritized?
  2. Business Objectives:

    • Primary Objective: To align dasher availability with delivery demand, reducing delivery times and increasing customer satisfaction.
    • Secondary Objective: To optimize dasher utilization, leading to increased revenue through higher order fulfillment.
  3. Assumptions:

    • Dashers will respond positively to notifications and adjust their availability accordingly.
    • Increased dasher availability will lead to improved delivery times and decreased order cancellations.
  4. User Flows:

    • Dashers: Receive notifications, decide to go online, accept deliveries, complete deliveries.
    • Merchants: More orders are accepted due to increased dasher availability.
    • Customers: Experience reduced wait times and fewer cancellations.
  5. Success Metrics:

    • Dashers: Number of deliveries fulfilled per hour, average distance traveled, time spent on app post-notification.
    • Merchants: Number of orders accepted, reduction in rejected orders.
    • Customers: Average delivery time, number of cancellations, overall satisfaction ratings.