Strategy question
How would you determine if a specific block in your neighborhood is suitable for a new grocery store?
Practice this question out loud. An AI interviewer asks it, follows up like a real interviewer would, and scores your answer. Type or speak.
Start a mock interview on this question · Mock interview from a job description
What this question tests
Market sizing and site selection reasoning covering demand, competition, and unit economics for a specific location.
How to approach it
- Define the decision criteria, enough population density and spending power nearby, and limited existing competition.
- Estimate demand, population within a walkable or drivable radius and their grocery spend, using local demographic data.
- Assess competition, the number and quality of existing grocery stores in that radius and their apparent share.
- Assess site specific factors, foot traffic, parking, rent cost, and transit access.
- Combine into a go or no go recommendation comparing estimated revenue potential against rent and operating cost.
What a strong answer includes
- Quantifies demand with real inputs, for example 15,000 residents within a one mile radius spending about $150 a month on groceries gives roughly $2.25 million monthly category spend.
- Weighs competitive saturation explicitly, three existing grocers already serving that spend versus none, changing the recommendation.
- Ties the decision to unit economics, whether achievable market share at that rent level clears a target margin.
Common mistakes
- Only looking at population without checking existing competition already serving that demand.
- No rent or cost consideration alongside demand estimation.
- No final go or no go recommendation given.
Likely follow-up questions
- How would your answer change if a competitor announced a store on the same block?
- What data would you want that you do not currently have?
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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 9: Prove it paid off: outcomes, economics, and pricing
- Chapter 14: Get the job: the AI PM interview loop