Should we build social features?

Last updated: January 17, 2026

Quick Overview

Your team is considering building push notifications. How would you evaluate this decision?

Microsoft
Product / Decision Making
Data Scientist
Microsoft
January 17, 2026
Data Scientist
Onsite
Product / Decision Making
Medium

10

14

4,106 solved


Your team is considering building push notifications. How would you evaluate this decision?

This product question from Microsoft's Onsite 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
  • 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
Growth loops and retention
Product strategy and vision
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
  • How would you decide to kill this feature if it's not working?
  • What would you do if usage data contradicts user feedback?
  • How would you handle pushback from engineering on feasibility?
  • How would you sequence the rollout across different user segments?
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