Estimation question
Estimate the number of hotels in NYC.
- Capital One
- Estimation
- Easy
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What this question tests
Estimation using population, tourism volume, and hotel room supply logic for a specific well known city.
How to approach it
- Estimate annual visitor volume, around 60 million tourists a year including day trippers and overnight visitors.
- Estimate the share needing overnight stays and average length of stay to get total room nights demanded annually.
- Estimate average hotel occupancy, around 85 percent, to back into total room nights supplied.
- Estimate average hotel size, around 200 rooms in a dense city.
- Divide total rooms by average hotel size to estimate the number of hotels, stating the result as a range.
What a strong answer includes
- Anchors on visitor volume, a defensible starting point for a tourism heavy city, rather than guessing hotel count directly.
- Shows the chain of math, 40 million overnight visitors times 3 nights average, divided by 365 days and 85 percent occupancy, gives a total room count, then divided by 200 rooms per hotel.
- States a final range, for example 500 to 700 hotels, noting it can be sanity checked against known figures.
Common mistakes
- Guessing the hotel count directly with no supporting calculation.
- Ignoring occupancy rate and length of stay in the room nights calculation.
- Not stating the result as a range with visible assumptions.
Likely follow-up questions
- How would you refine this using actual tourism board data?
- How would your estimate change for one borough versus the whole city?
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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