Diagnose a drop in NPS
Last updated: April 28, 2026
Quick Overview
The activation rate dropped by 15% this week. Walk through your investigation process.
Spotify
April 28, 2026121
6
528 solved
The activation rate dropped by 15% this week. Walk through your investigation process.
Spotify asks this during the Technical Screen to assess your product sense and structured thinking. They want to see how you define the problem, identify the target user, prioritize features, and measure success.
What the Interviewer Expects
- Apply a structured framework for product thinking (user, problem, solution, metrics)
- Segment users and identify differentiated needs
- Prioritize features using a clear framework (RICE, ICE, impact vs effort)
- Define comprehensive success metrics across the user funnel
- Consider competitive dynamics and market positioning
Key Topics to Cover
How to Approach This
- Start with the user. Who are they, what problem do they have, and what is their current workaround?
- Use a prioritization framework: impact vs effort, RICE scoring, or ICE scoring.
- Define success metrics using the AARRR framework: Acquisition, Activation, Retention, Revenue, Referral.
- Consider second-order effects. A feature might boost short-term engagement but hurt long-term retention.
Possible Follow-up Questions
- What would you do if usage data contradicts user feedback?
- How would you validate this idea before committing engineering resources?
- How would you handle pushback from engineering on feasibility?
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Browse Product QuestionsSample Answer
Problem Framing
To diagnose the 15% drop in activation rate, we need to examine the user journey closely. First, we should define what 'activation' means for Spotify: typically, it could be the step where users compl...
User & Market Context
Spotify's primary users are music listeners aged 18-34 who value personalized content and seamless experiences. This demographic is sensitive to user experience and features that enhance music discove...
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