Should we build AI-powered search?
Last updated: September 3, 2025
Quick Overview
Your team is considering building a social feed. How would you evaluate this decision?
Supabase
September 3, 20255
7
306 solved
Your team is considering building a social feed. How would you evaluate this decision?
Supabase 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
- 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
- How would you validate this idea before committing engineering resources?
- How would you sequence the rollout across different user segments?
- What competitive response would you expect and how would you prepare?
- How would you handle pushback from engineering on feasibility?
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Browse Product QuestionsSample Answer
Problem Framing
To evaluate whether Supabase should build an AI-powered search for a social feed, we need to define the core problem we're addressing. The primary problem is how to enhance user engagement and content...
User & Market Context
The primary users of the social feed will be developers and teams building applications on Supabase. These users value efficiency, ease of use, and relevance in content discovery to enhance their appl...
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