Estimation question
How many webcams were sold in the US during 2020?
- Estimation
- Easy
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What this question tests
Tests structured estimation, market-sizing, using reasonable population and adoption assumptions that are explicitly marked.
How to approach it
- Frame webcam sales as buyers in 2020 times units per buyer, driven heavily by the pandemic's work-from-home and school shift.
- Assume US population around 330M, with a working and studying population needing a webcam of roughly 150M, given many laptops lack a decent built-in camera.
- Assume 15-20% of that 150M actually bought a webcam in 2020 due to the sudden demand spike, roughly 25M buyers, mostly buying one unit each.
- Adjust downward for the well-reported 2020 supply shortage, since demand outstripped supply for months.
- State a final estimate of roughly 15-25M webcams sold in the US in 2020, clearly labeled as assumption-based.
What a strong answer includes
- Labels every number as an assumption clearly, rather than presenting a false-precision figure.
- Incorporates the real 2020 context, widely reported webcam shortages, to sanity-check the estimate downward.
- Uses a clear top-down formula that an interviewer could follow and challenge.
Common mistakes
- Giving a bottom-up guess with no stated assumptions at all.
- Ignoring the well-known 2020 supply shortage as a sanity check on the final number.
Likely follow-up questions
- How would you sanity-check this estimate against real sales data if you had access to it?
- How would laptop built-in camera penetration change your assumption?
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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