Design metrics for dark mode

Last updated: February 12, 2026

Quick Overview

What metrics would you use to measure the success of onboarding flow? How would you set up tracking?

SentinelOne
Product / Decision Making
Data Scientist
SentinelOne
February 12, 2026
Data Scientist
Take-home Project
Product / Decision Making
Medium

1

5

74 solved


What metrics would you use to measure the success of onboarding flow? How would you set up tracking?

Product questions at SentinelOne test your ability to think like a product leader. This Take-home Project question evaluates how you balance user needs, business goals, and technical constraints when making product decisions.

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
Go-to-market strategy
User research and problem identification
Product strategy and vision
User segmentation and personas
Platform and network effects
Competitive analysis
How to Approach This
  1. Start with the user. Who are they, what problem do they have, and what is their current workaround?
  2. Use a prioritization framework: impact vs effort, RICE scoring, or ICE scoring.
  3. Define success metrics using the AARRR framework: Acquisition, Activation, Retention, Revenue, Referral.
  4. 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?
  • What competitive response would you expect and how would you prepare?
  • How would you decide to kill this feature if it's not working?
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