Design metrics for social features

Last updated: February 28, 2026

Quick Overview

What metrics would you use to measure the success of push notifications? How would you set up tracking?

Mastercard
Product / Decision Making
Data Scientist
Mastercard
February 28, 2026
Data Scientist
Phone Screen
Product / Decision Making
Easy

9

5

3,411 solved


What metrics would you use to measure the success of push notifications? How would you set up tracking?

Mastercard asks this during the Phone 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
  • 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
Competitive analysis
Prioritization frameworks (RICE, ICE)
Go-to-market strategy
Platform and network effects
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
  • How would you validate this idea before committing engineering resources?
  • How would you sequence the rollout across different user segments?
  • What would you do if usage data contradicts user feedback?
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