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Data Interview Question

Maximizing Black Friday Sales Impact

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Requirements Clarification & Assessment

  1. Objective Clarification:

    • The primary goal is to maximize profit during Black Friday by selecting the most profitable products to discount.
    • Determine if the focus is on maximizing revenue, clearing out stock, or both.
    • Clarify if the profit includes fulfillment fees, profit margins, or both.
  2. Scope Definition:

    • Identify if the focus is solely on Fulfillment by Amazon (FBA) products or if it includes third-party items.
    • Determine if there is a limit on the number of products that can be put on sale.
    • Clarify if advertising data can be used to inform decisions.
  3. Data Requirements:

    • Access to historical sales data, including price, sales volume, and discount rates.
    • Information on profit margins, price elasticity, and consumer demand trends.
    • Competitor pricing and promotional strategies during Black Friday.
  4. Constraints and Limitations:

    • Consider logistical constraints, such as inventory levels and storage capacity.
    • Understand any restrictions on discount levels or promotional activities.