Should we build offline mode?
Last updated: October 9, 2025
Quick Overview
Your team is considering building a social feed. How would you evaluate this decision?
OpenAI
October 9, 202546
5
84 solved
Your team is considering building a social feed. How would you evaluate this decision?
OpenAI asks this during the Phone 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
- Apply a structured framework for product thinking (user, problem, solution, metrics)
- Segment users and identify differentiated needs
- Prioritize features using a clear framework (RICE, ICE, impact vs effort)
- Define comprehensive success metrics across the user funnel
- Consider competitive dynamics and market positioning
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 decide to kill this feature if it's not working?
- How would you sequence the rollout across different user segments?
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Problem Framing
The primary problem is to evaluate whether implementing an offline mode for the social feed would significantly enhance user engagement and retention for OpenAI’s product. To scope this, we need to un...
User & Market Context
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