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Data Interview Question

Search Click Growth

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Requirements Clarification & Assessment

  1. Objective Understanding:

    • The primary goal is to evaluate the effectiveness of marketing strategies for an upcoming event based on the observed 10% weekly increase in search clicks.
    • Determine whether this increase is directly attributable to the marketing efforts or other factors.
    • Assess if the current advertising approach needs enhancement.
  2. Clarifying Questions:

    • What is the baseline number of search clicks before the marketing campaign?
    • How is the 10% increase calculated (e.g., week-over-week comparison)?
    • Are there any other concurrent marketing campaigns that could influence search clicks?
    • Is there any seasonality or special events affecting the data?
    • What are the success metrics (e.g., conversion rate, revenue, ticket sales)?
  3. Data Requirements:

    • Historical data on search clicks before and during the campaign.
    • Traffic source data to identify where the clicks are coming from.
    • Conversion data to measure the effectiveness of clicks.
    • Competitor performance data for benchmarking.