Estimation question
Estimate the number of travelers in India per day.
- Estimation
- Easy
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What this question tests
Tests structured market-sizing with reasonable population and behavior assumptions, all clearly labeled.
How to approach it
- Clarify scope: travelers means people making an intercity trip on a given day, not local daily commuters.
- Assume India's population is roughly 1.4B, and that around 5% travel intercity on any given day, accounting for work travel, family visits, tourism and holiday spikes.
- Calculate: 1.4B times 5% equals roughly 70M travelers per day.
- Sanity-check by mode: railways alone carry roughly 20-25M passengers a day, plus buses, likely the largest mode, plus a smaller share by flight or car.
- State the final estimate as roughly 50-80M travelers per day, order of magnitude, with assumptions clearly flagged.
What a strong answer includes
- Cross-checks the top-down population estimate against a bottom-up, mode-by-mode sanity check using rail passenger figures.
- States the definition of traveler used before calculating, avoiding ambiguity.
- Presents a clear range instead of a single false-precision number.
Common mistakes
- Giving only a single top-down guess without a sanity check from another angle, like mode-level data.
- Not stating the definition of traveler being used.
Likely follow-up questions
- How would this estimate change during a major festival period like Diwali?
- How would you validate this against real Indian Railways or NHAI data if given access?
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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