Introduction
To improve ShopBack's cashback tracking system for more real-time updates, we need to analyze the current user experience, identify pain points, and develop innovative solutions that align with both user needs and business objectives. I'll approach this challenge by examining user segments, analyzing pain points, generating solutions, and proposing metrics for success.
Step 1
Clarifying Questions
Why it matters: Determines if we're solving a unique problem or catching up to industry standards. Expected answer: We're slightly behind in update frequency compared to major competitors. Impact on approach: Would focus on leapfrogging competitors rather than incremental improvements.
Why it matters: Helps identify if the solution requires a complete overhaul or targeted optimizations. Expected answer: Current system relies on batch processing with 24-hour delays. Impact on approach: Would explore real-time data processing solutions and API integrations.
Why it matters: Helps prioritize the urgency and granularity of real-time updates. Expected answer: Users check 2-3 times per week on average, with spikes after purchases. Impact on approach: Would focus on critical moments for real-time updates rather than continuous streaming.
Why it matters: Ensures the solution supports broader company goals beyond just user satisfaction. Expected answer: Aiming to increase user retention and purchase frequency through improved engagement. Impact on approach: Would emphasize features that drive repeat purchases and long-term user loyalty.
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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