Diagnose a drop in revenue
Last updated: February 20, 2026
Quick Overview
The activation rate dropped by 15% this week. Walk through your investigation process.
Splunk
February 20, 202648
1
1,950 solved
The activation rate dropped by 15% this week. Walk through your investigation process.
Product questions at Splunk test your ability to think like a product leader. This Technical Screen question evaluates how you balance user needs, business goals, and technical constraints when making product decisions.
What the Interviewer Expects
- Demonstrate strategic product thinking beyond feature-level decisions
- Analyze second-order effects and long-term ecosystem impact
- Balance multiple stakeholder needs with clear trade-off rationale
- Design experiments to validate key assumptions before building
- Consider platform effects, network effects, and marketplace dynamics
- Propose a phased rollout strategy with go/no-go criteria
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 competitive response would you expect and how would you prepare?
- How would you sequence the rollout across different user segments?
- What would you do if usage data contradicts user feedback?
- How would you decide to kill this feature if it's not working?
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