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Data Interview Question

Increased Ad Frequency

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Requirements Clarification & Assessment

  1. Objective Identification:

    • Clarify the primary goal of the increased ad frequency: Is it primarily to boost ad revenue, improve user engagement with ads, or both?
    • Determine the key stakeholders: Product Managers, Advertisers, User Experience teams, etc.
  2. Stakeholder Perspectives:

    • User Perspective: Understand how users might perceive an increase in ad frequency. Consider potential impacts on user engagement and satisfaction.
    • Advertiser Perspective: Evaluate if the increased ad frequency aligns with advertisers' goals, such as better visibility and conversion rates.
    • Platform Perspective: Assess the impact on platform metrics like ad revenue, user retention, and session times.
  3. Metric Definition:

    • Define success metrics: Click-through rate (CTR), ad revenue, user engagement metrics (e.g., time spent on platform).
    • Identify guardrail metrics: User retention, average session time, and user satisfaction scores.
  4. Feasibility and Constraints:

    • Assess technical feasibility and resources required to implement and monitor increased ad frequency.
    • Identify any constraints, such as ad inventory limits or user privacy concerns.