Design metrics for offline mode
Last updated: March 27, 2026
Quick Overview
What metrics would you use to measure the success of a social feed? How would you set up tracking?
Airbnb
March 27, 202618
4
1,387 solved
What metrics would you use to measure the success of a social feed? How would you set up tracking?
Airbnb asks this during the Technical 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
How to Approach This
- Start with the user. Who are they, what problem do they have, and what is their current workaround?
- Use a prioritization framework: impact vs effort, RICE scoring, or ICE scoring.
- Define success metrics using the AARRR framework: Acquisition, Activation, Retention, Revenue, Referral.
- Consider second-order effects. A feature might boost short-term engagement but hurt long-term retention.
Possible Follow-up Questions
- How would you handle pushback from engineering on feasibility?
- How would you sequence the rollout across different user segments?
- 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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