Design metrics for dark mode

Last updated: June 14, 2026

Quick Overview

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

Booking.com
Product / Decision Making
Product Manager
Booking.com
June 14, 2026
Product Manager
Technical Screen
Product / Decision Making
Easy

22

5

2,162 solved


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

This product question from Booking.com's Technical Screen goes beyond feature brainstorming. The interviewer expects a framework-driven approach that considers market dynamics, user segmentation, and data-informed decision making.

What the Interviewer Expects
  • Identify the target user and their core problem
  • Propose reasonable solutions with basic prioritization
  • Define 2-3 key success metrics
  • Consider basic trade-offs and risks
Key Topics to Cover
User research and problem identification
Growth loops and retention
Success metrics and KPIs
Platform and network effects
Prioritization frameworks (RICE, ICE)
Go-to-market strategy
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 competitive response would you expect and how would you prepare?
  • How would you validate this idea before committing engineering resources?
  • How would you handle pushback from engineering on feasibility?
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Sample Answer
Problem Framing

The specific problem we are addressing is the onboarding flow for the dark mode feature on Booking.com. This involves understanding how users interact with the onboarding process, particularly those w...

User & Market Context

The primary users targeted for this dark mode onboarding flow are tech-savvy travelers and frequent users of Booking.com who are likely to use mobile devices at night or in low-light conditions. Key u...


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