Estimation question
Estimate the number of Tesla Model3s in California.
- Estimation
- Medium
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What this question tests
Estimation combining national sales data, market share by state, and vehicle survival rate over time.
How to approach it
- Estimate cumulative Model 3 units sold in the US since launch, for example a few million units.
- Estimate California's share of US EV sales, disproportionately large, for example around 25 to 30 percent.
- Apply that share to the US total to estimate California's cumulative sales.
- Adjust down slightly for vehicles resold out of state or retired, though this is a small effect for a relatively recent model.
- State the final estimate as a range with the key assumption, California's EV market share, called out.
What a strong answer includes
- Uses a real anchor, California accounting for roughly a quarter to a third of US EV registrations, to weight the estimate realistically.
- Shows the calculation, for example 2 million US Model 3s times 28 percent gives roughly 560,000 vehicles.
- Names the biggest source of error, uncertainty in the national cumulative sales figure, and states the answer as a range.
Common mistakes
- Ignoring that California has disproportionately high EV adoption compared to other states.
- Giving one precise number with no visible math.
- Not stating any assumption about total national sales volume.
Likely follow-up questions
- How would you refine this estimate using DMV registration data?
- How does this estimate change if you only count vehicles still on the road today?
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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