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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Browse Product QuestionsSample Answer
Problem Framing
The specific problem we are addressing is how to design metrics for the success of a social feed feature in Airbnb's offline mode. This requires scoping the problem to understand how users interact wi...
User & Market Context
The primary users are Airbnb travelers who rely on the app to enhance their travel experience. These users are often in unfamiliar locations and may experience connectivity issues. Therefore, what mat...
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