Introduction
The Amazon Marketplace team is facing a critical decision: should we enhance promotional features or focus on improving organic discovery? This trade-off involves balancing short-term revenue gains against long-term platform health and user experience. I'll analyze this problem by examining the current marketplace ecosystem, evaluating potential impacts, and proposing a data-driven approach to make an informed decision.
I'd like to start by asking a few clarifying questions to ensure we're aligned on the context and objectives of this decision. Then, I'll walk you through my analysis framework, covering product understanding, trade-off evaluation, metrics, experimentation, and decision-making. Does this approach work for you?
Step 1
Clarifying Questions (3 minutes)
Why it matters: Impacts scale of implementation and potential cultural considerations Expected answer: Global initiative Impact on approach: Would need to consider regional variations in user behavior and regulations
Why it matters: Helps align solution with core business objectives Expected answer: Increase in GMV and seller satisfaction Impact on approach: Would influence the balance between short-term revenue and long-term ecosystem health
Why it matters: Helps prioritize features and tailor the solution Expected answer: Focus on new buyers and small to medium sellers Impact on approach: Would guide the design of promotional features and discovery algorithms
Why it matters: Influences the scope and timeline of potential solutions Expected answer: No major constraints, but need to consider scalability Impact on approach: Would affect the complexity and rollout strategy of new features
Why it matters: Determines the scale and speed of implementation Expected answer: Moderate team capacity, flexible budget based on projected impact Impact on approach: Would influence the ambition and phasing of the proposed solution
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