Product design question
You’re a PM at Meta Reality Labs. Design a learning experience (e.g. pottery or welding in terms of fields).
- Meta
- Product design
- Hard
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What this question tests
Tests spatial/immersive product design for a novel medium: can you design a physical-skill learning experience that actually uses VR/AR's unique affordances rather than just porting a video tutorial.
How to approach it
- Pick a concrete craft, pottery, and define the user: someone learning a hands-on physical skill remotely, where video tutorials fail to teach muscle memory.
- Identify the pain point video cannot solve: understanding hand position, pressure, and angle in 3D space, which VR can uniquely show from any angle.
- Design the core experience: a first-person instructor's-hands view the learner can replay from any angle, with a hand-tracked practice mode comparing their motion to the correct technique.
- Address the hardware constraint: current Quest headsets lack strong haptics, so practice comparison should rely on hand-tracking and visual overlays, not assumed haptic feedback.
- Add a social layer: shared virtual studio sessions where an instructor observes and corrects several remote learners at once.
- Define success as tracked movement accuracy over sessions and course completion rate, not watch time.
What a strong answer includes
- Identifies the specific VR affordance that solves the problem, 3D spatial replay and hand-tracking comparison, rather than recreating a video course in a headset.
- Grounds the design in current hardware capability, hand tracking is mature but full haptics are not, showing realistic technical awareness.
- Proposes tracked movement accuracy as a concrete progress metric unique to this medium.
- Adds the multi-learner live instructor session as a differentiator over solitary video tutorials.
Common mistakes
- Designing what is essentially a 360-degree video course, missing the interactive, hand-tracked practice affordance unique to VR.
- Assuming hardware capabilities (full haptic feedback) that current consumer headsets do not actually have.
- No concrete metric for actual skill progression, relying only on generic watch-time or session-count metrics.
Likely follow-up questions
- How would you validate that VR actually teaches this skill better than video, before building the full experience?
- How would you price or monetize this experience?
- How would this design change for a skill requiring more precise haptic feedback, like surgery training?
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More questions from Meta
Learn the skill behind it
Chapters of the AI PM course that teach what this question tests.
- Chapter 4: Discovery and strategy for AI products
- Chapter 7: AI UX and human oversight: design for a system that is wrong sometimes
- Chapter 14: Get the job: the AI PM interview loop