Should we build social features?
Last updated: May 29, 2026
Quick Overview
Your team is considering building a social feed. How would you evaluate this decision?
Scale AI
May 29, 202610
6
3,727 solved
Your team is considering building a social feed. How would you evaluate this decision?
This product question from Scale AI's Take-home Project 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
- 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 sequence the rollout across different user segments?
- How would you decide to kill this feature if it's not working?
- How would you handle pushback from engineering on feasibility?
- How would you validate this idea before committing engineering resources?
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