Design metrics for social features
Last updated: March 1, 2026
Quick Overview
What metrics would you use to measure the success of a social feed? How would you set up tracking?
Expedia
March 1, 20267
4
1,436 solved
What metrics would you use to measure the success of a social feed? How would you set up tracking?
This product question from Expedia's Technical Screen 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
- Demonstrate strategic product thinking beyond feature-level decisions
- Analyze second-order effects and long-term ecosystem impact
- Balance multiple stakeholder needs with clear trade-off rationale
- Design experiments to validate key assumptions before building
- Consider platform effects, network effects, and marketplace dynamics
- Propose a phased rollout strategy with go/no-go criteria
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
- What competitive response would you expect and how would you prepare?
- How would you handle pushback from engineering on feasibility?
- What would you do if usage data contradicts user feedback?
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Browse Product QuestionsSample Answer
Problem Framing
To scope the problem of measuring the success of a social feed at Expedia, we need to define what success looks like. A social feed in this context should enhance user engagement by allowing travelers...
User & Market Context
The primary users of the social feed will be travelers aged 18-45, tech-savvy individuals who value peer recommendations and social proof in their travel decisions. This demographic is likely to engag...
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