Design metrics for social features

Last updated: February 6, 2026

Quick Overview

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

Supabase
Product / Decision Making
Data Scientist
Supabase
February 6, 2026
Data Scientist
Take-home Project
Product / Decision Making
Easy

98

4

580 solved


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

This product question from Supabase's Take-home Project 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
Success metrics and KPIs
Prioritization frameworks (RICE, ICE)
Platform and network effects
Data-informed decision making
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
  • How would you sequence the rollout across different user segments?
  • How would you handle pushback from engineering on feasibility?
  • What would you do if usage data contradicts user feedback?
  • What competitive response would you expect and how would you prepare?
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Sample Answer
Problem Framing

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User & Market Context

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