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Data Interview Question

Fractional Shares Introduction

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Requirements Clarification & Assessment

  1. Clarify the Objectives

    • Determine if the focus is on a full product launch or a test launch.
    • Identify Robinhood's strategic objectives for the fractional shares initiative (e.g., user growth, increased engagement, revenue generation).
  2. Understand the Business Model

    • Revenue streams: trading volume, customer portfolio, interest on non-invested funds.
    • How fractional shares fit into these streams.
  3. Define User Segments

    • New users vs. existing users.
    • Users with different trading behaviors and asset levels.
  4. Determine Metrics of Success

    • Acquisition: number of new users through fractional trading.
    • Engagement: increased trading volume and app usage.
    • Retention: reduced churn rates among new users.
  5. Identify Constraints and Assumptions

    • Technological limitations or user interface changes.
    • Assumptions about user behavior and market conditions.
  6. Clarify Measurement and Evaluation Methods

    • A/B testing feasibility.
    • Alternative causal inference techniques if A/B testing isn't possible.
  7. Potential Risks and Challenges

    • Cannibalization of existing products.
    • User confusion or dissatisfaction.
    • Market volatility affecting results.