Design metrics for offline mode

Last updated: November 7, 2025

Quick Overview

What metrics would you use to measure the success of a social feed? How would you set up tracking?

Grubhub
Product / Decision Making
Data Scientist
Grubhub
November 7, 2025
Data Scientist
Onsite
Product / Decision Making
Easy

32

4

892 solved


What metrics would you use to measure the success of a social feed? How would you set up tracking?

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

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
Growth loops and retention
Product strategy and vision
Platform and network effects
Prioritization frameworks (RICE, ICE)
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 sequence the rollout across different user segments?
  • How would you handle pushback from engineering on feasibility?
  • How would you decide to kill this feature if it's not working?
  • How would you validate this idea before committing engineering resources?
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Sample Answer
Problem Framing

The specific product problem is to design metrics for the social feed feature in Grubhub's offline mode. The key challenge is to ensure that users can access and interact with the social feed even whe...

User & Market Context

The primary users of the social feed in Grubhub are food enthusiasts and regular users of the platform who enjoy discovering new restaurants, sharing experiences, and engaging with friends. For these ...


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