Estimation question
Estimate the number of videos watched on YouTube per day.
- Estimation
- Easy
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What this question tests
Structured estimation using platform-level assumptions and a clear breakdown by user segment.
How to approach it
- Clarify scope: total video views globally per day, counting any playback start as a view.
- Estimate YouTube's daily active users, roughly 1 to 2 billion globally (assumption).
- Estimate average videos watched per active user per day, likely 5 to 10 given short clips and longer content mixed together.
- Multiply: 1.5 billion users times about 7 videos equals roughly 10 billion daily views.
- Sanity check against known scale: YouTube is known to serve billions of views daily (common knowledge), so this order of magnitude is reasonable.
- State the final range clearly, roughly 5 to 15 billion videos per day.
What a strong answer includes
- States DAU and per-user video count as explicit assumptions before multiplying (assumption).
- Shows the multiplication step clearly rather than jumping to a final figure.
- Lands in a defensible range, single digit to low double digit billions, consistent with YouTube's known massive scale.
Common mistakes
- Confusing views with unique videos uploaded, a very different number.
- No stated DAU assumption before multiplying.
- Giving an implausibly small number like millions, ignoring YouTube's known global scale.
Likely follow-up questions
- How would this estimate differ between Shorts and long-form videos?
- What data would you want to validate this number if you worked at YouTube?
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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