Product design question
Improve the grocery store in-store shopping customer experience (i.e. a physical grocery store).
- Meta
- Product design
- Medium
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What this question tests
Whether you can improve a physical, non-digital experience by identifying the real friction points in the shopper's journey.
How to approach it
- Clarify scope: the in-store journey from entry to checkout, versus a specific pain point like checkout lines.
- Segment shoppers: quick trip shoppers wanting speed versus full weekly shop shoppers wanting to find everything on their list easily.
- Identify the core pain point: item findability and long checkout lines are the two most cited grocery complaints.
- Prioritize checkout speed first, since it affects every single shopper regardless of trip type.
- Propose a concrete change: expanded self-checkout with a scan-as-you-go mobile option, reducing bottlenecks at traditional registers.
- Define success metrics: average checkout wait time and self-checkout adoption rate, with a guardrail on shrinkage or theft.
What a strong answer includes
- Segments by trip type, quick versus full shop, since their pain points and priorities genuinely differ.
- Prioritizes checkout, the highest-friction, most universal pain point, over lower-impact improvements like store layout.
- Proposes a concrete scan-as-you-go mechanism rather than a vague make checkout faster claim.
- Names shrinkage as a guardrail, since self-checkout expansion carries a real theft risk that must be managed.
Common mistakes
- Proposing store-wide redesigns without identifying which specific friction point affects the most shoppers.
- Ignoring the shrinkage and theft risk that comes with expanding self-checkout.
Likely follow-up questions
- How would you address theft risk as you expand self-checkout?
- What would you do for shoppers who prefer staffed checkout over self-service?
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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