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Meta·Product Manager·Onsite - Product Sense / Strategy·Senior

Senior
Jul 2026

Summary

Meta PM interview with a product design question about getting people back into exercise habits. Pretty open-ended, which I both appreciated and struggled with.

Questions Asked (1)

Q1

Design a product to help people restart an exercise habit.

Product Sense & IdeationProduct StrategyAdaptability & Ambiguity
Author's notes

I spent too long on the problem space and not enough time actually proposing something concrete.

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AI HintsAI Generated

Suggested Approach

Start by clarifying the target user and the specific context of 'restarting' an exercise habit, then define success metrics aligned with Meta's mission. Structure your answer around a user-centered design process: identify pain points, brainstorm solutions, prioritize features, and outline a go-to-market strategy. Emphasize how Meta's platforms and strengths (social, AR/VR, AI) can uniquely solve this problem.

Pro tip: Anchor your solution in behavioral science (e.g., habit loop, loss aversion) and show how Meta's social graph can provide accountability and intrinsic motivation, which are key to sustaining exercise habits.

1. Clarify the Problem and User

Ask clarifying questions to define the target user (e.g., busy professionals, post-injury individuals) and the specific barriers to restarting exercise. Establish why this matters to Meta and what success looks like.

2. Identify User Needs and Pain Points

Map the user journey of restarting exercise, highlighting emotional and logistical hurdles such as lack of motivation, time constraints, and fear of judgment. Use frameworks like Jobs-to-be-Done to uncover underlying needs.

3. Brainstorm and Prioritize Solutions

Generate a range of product ideas leveraging Meta's assets (social, AR/VR, AI). Prioritize using a framework like RICE or impact/effort, focusing on features that drive habit formation and social accountability.

4. Define MVP and Success Metrics

Outline a minimum viable product that tests core hypotheses, and define key metrics (e.g., weekly active users, retention, habit strength) to measure success. Consider how to iterate based on feedback.

5. Go-to-Market and Risks

Propose a launch strategy leveraging Meta's platforms (Facebook, Instagram, WhatsApp) and address potential risks such as privacy concerns, user fatigue, and competition.

Key Points to Mention

  • Leverage Meta's social graph for accountability and community support (e.g., workout buddies, challenges).
  • Incorporate behavioral psychology principles like habit stacking, variable rewards, and loss aversion.
  • Utilize AR/VR for immersive workouts or AI for personalized coaching and reminders.
  • Address privacy and data security concerns, especially with health data.
  • Define clear success metrics beyond engagement, such as habit formation and long-term retention.
  • Consider integration with existing Meta products (e.g., Facebook Groups, Instagram Reels) for seamless adoption.

AI-generated suggestions, not part of the candidate's original notes. May be inaccurate — verify before relying on them.