Diagnose a drop in retention
Last updated: April 15, 2026
Quick Overview
The activation rate dropped by 15% this week. Walk through your investigation process.
Anthropic
April 15, 202617
5
1,701 solved
The activation rate dropped by 15% this week. Walk through your investigation process.
Anthropic asks this during the Take-home Project 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 handle pushback from engineering on feasibility?
- How would you sequence the rollout across different user segments?
- What competitive response would you expect and how would you prepare?
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Browse Product QuestionsSample Answer
Problem Framing
The drop in activation rate by 15% this week is significant and indicates a potential issue in user onboarding or engagement. To scope this problem, I would start by analyzing user behavior data from ...
User & Market Context
Anthropic’s primary users are developers and businesses looking to integrate advanced AI capabilities into their applications. Retention is crucial as it reflects user satisfaction and product value. ...
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