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Data Interview Question

Persuasive Data Strategy for Snapchat Filters

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Requirements Clarification & Assessment

  1. Objective Definition

    • Clarify the primary business goal: Is it to drive revenue for the fast-food chain, increase user engagement on Snapchat, or both?
    • Understand the specific metrics of interest to the fast-food chain (e.g., revenue uplift, user engagement, brand awareness).
  2. Data Requirements

    • Historical data on the previous filter's performance, including user engagement metrics (e.g., impressions, CTR, story shares).
    • Sales data from the fast-food chain during the filter period and comparable periods.
    • User demographic and geographic data to understand the audience profile.
    • Data on user behavior changes due to the filter (e.g., increased visits or purchases).
  3. Stakeholder Alignment

    • Engage with stakeholders from both Snapchat and the fast-food chain to ensure alignment on objectives and key performance indicators (KPIs).
    • Determine any additional data sources or insights required by the fast-food chain to make an informed decision.
  4. Constraints and Challenges

    • Identify any data privacy concerns or limitations in tracking user behavior.
    • Consider the impact of external factors (e.g., holidays, promotions) on sales and engagement metrics.