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Data Interview Question

Search Bar Modification

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Requirements Clarification & Assessment

  1. Understanding the Change

    • Nature of the Change: Identify what specific modifications are being made to the search bar. Is it a UI change, algorithmic adjustment, or a feature addition like auto-suggestions?
    • Objective of the Change: Clarify the primary goal of the modification. Is it to enhance user experience, increase engagement, improve search accuracy, or another objective?
    • Impact Definition: Define what constitutes a successful impact. Is it higher click-through rates, longer session durations, or improved user satisfaction?
    • Stakeholder Impact: Determine who is affected by the change. Is it end-users, advertisers, or internal stakeholders?
  2. Contextual Setup

    • User Environment: Where is the search bar located? On a home page, within a specific app, or another platform?
    • Current Performance Metrics: Gather baseline data on current search bar performance metrics like click-through rate (CTR), average search duration, and conversion rates.
  3. Constraints and Limitations

    • Technical Constraints: Identify any limitations in the existing system that may affect the implementation or measurement of the change.
    • Time and Resources: Assess the timeline for implementing the change and the resources available for testing and evaluation.