Estimation question
Estimate the number of electric vehicles in Bangalore.
- Flipkart
- Estimation
- Easy
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What this question tests
Fermi estimation adapted to a specific city and market context.
How to approach it
- State you'll estimate via total vehicle registrations in the city and an assumed EV penetration rate.
- Estimate the city's total registered vehicles, e.g. assume roughly 8 to 10 million for a large metro.
- Assume an EV penetration rate, e.g. 2 to 3%, given relatively early adoption.
- Split two-wheelers, with higher EV share, from four-wheelers, with lower EV share, for a more defensible number.
- Multiply each segment separately and sum.
- State the final estimate as a range and flag it as assumption-driven.
What a strong answer includes
- Anchors on a real known base, total registered vehicles, instead of guessing EV count directly.
- Splits two-wheelers from four-wheelers, since EV penetration differs sharply between them.
- States the penetration-rate assumption explicitly and flags it as the most uncertain input.
- Gives a final range instead of a falsely precise single number.
Common mistakes
- Ignoring that two-wheeler EV adoption is much higher than four-wheeler, giving a distorted blended estimate.
- Not stating assumptions, making the number unverifiable.
Likely follow-up questions
- Which vehicle segment do you think has higher EV adoption and why?
- How would you validate this estimate against real data if you had it?
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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