Introduction
To enhance Vivid Money's cashback program with more personalized rewards, we need to dive deep into user behavior, preferences, and pain points. I'll outline a strategic approach to improve this feature, focusing on user segmentation, pain point analysis, and innovative solutions. Let's begin by clarifying some key aspects of the current program and Vivid Money's objectives.
Step 1
Clarifying Questions (5 mins)
Why it matters: Understanding the current structure helps identify areas for personalization. Expected answer: Fixed percentages across broad categories. Impact on approach: Would focus on introducing variable rates and micro-categories.
Why it matters: Determines if we need to focus on activation or optimization. Expected answer: 60% of users engage with cashback, strong correlation with app usage. Impact on approach: Would prioritize enhancing the experience for active users while also addressing barriers for non-users.
Why it matters: Helps align the solution with broader strategic objectives. Expected answer: Cashback is average compared to competitors; goal is to increase user retention and spending. Impact on approach: Would focus on unique, hard-to-replicate personalization features.
Why it matters: Determines the level of personalization possible and potential privacy concerns. Expected answer: Basic transaction data and broad category spending patterns available. Impact on approach: Would explore ways to ethically gather more granular data for better personalization.
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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