Estimation question
Suppose Nike wants to start a subscription shoe service. How would you size the market opportunity and validate it?
- Estimation
- Hard
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
Combining market sizing with go to market validation, estimating an opportunity and proposing how to test it before committing.
How to approach it
- Define the target user for a shoe subscription, likely parents of growing children or fitness enthusiasts wanting frequent new pairs.
- Estimate the addressable population, for example the number of US households with children in a fast growing shoe size range.
- Apply an adoption rate and average subscription price to estimate potential annual revenue.
- Propose a validation plan, such as a limited regional pilot or waitlist campaign to test real demand before a full launch.
- State what success in the pilot would look like, such as a target conversion rate from waitlist to paid subscription.
What a strong answer includes
- Builds the market size from a clear, specific segment, families with growing kids, rather than everyone who wears shoes.
- States assumptions explicitly, like a 5 to 10 percent adoption rate and an illustrative monthly price, and shows the resulting revenue math.
- Proposes a concrete, low cost validation step, like a regional pilot, before recommending full investment.
Common mistakes
- Sizing the market for all shoe buyers instead of the specific subscription relevant segment.
- Skipping the validation plan despite the question explicitly asking how to validate it.
Likely follow-up questions
- How would you price this subscription to remain profitable?
- What would make you decide not to launch this after the pilot?
More estimation questions
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- A company has launched a new drug that eliminates the need for sleep. How would you price this drug?Google · Estimation · Hard
- How much storage space is required to host all the images of Google Street View?Google · Estimation · Hard
- Imagine you created a new type of product that would replace the mobile phone. How would you determine how many units to manufacture?Google · Estimation · Hard
Learn the skill behind it
Chapters of the AI PM course that teach what this question tests.
- Chapter 2: Data fluency: SQL, logs, and reading the truth yourself
- Chapter 9: Prove it paid off: outcomes, economics, and pricing
- Chapter 14: Get the job: the AI PM interview loop