Introduction
To improve CHEQ's Click Fraud Prevention tool for advertisers, we need to identify new features that enhance its effectiveness. This task requires a deep understanding of the current product, user needs, and market dynamics. I'll analyze the situation, propose solutions, and prioritize them based on their potential impact.
Step 1
Clarifying Questions
Why it matters: Determines the focus areas for new features Expected answer: Emerging bot networks and sophisticated human fraud farms Impact on approach: Would prioritize AI-driven detection and behavior analysis features
Why it matters: Informs the design of new features for optimal user experience Expected answer: Daily check-ins with weekly deep dives into reports Impact on approach: Would focus on real-time alerts and more detailed weekly analysis features
Why it matters: Helps determine if we should focus on differentiation or market expansion Expected answer: Strong but facing increased competition, steady growth Impact on approach: Would emphasize unique, high-value features to maintain market leadership
Why it matters: Ensures new features align with overall company goals Expected answer: Customer retention, upselling to enterprise clients, and expanding to new ad platforms Impact on approach: Would prioritize features that support these specific KPIs
At this point, you can ask interviewer to take a 1-minute break to organize your thoughts before diving into the next step.
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