Estimation question
Estimate the number of YouTube users.
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What this question tests
Estimation using global internet population and platform penetration rate for a globally dominant product.
How to approach it
- Start with global internet users, roughly 5.3 billion people worldwide.
- Estimate the share using this platform at least monthly, since it is one of the most widely used services globally, around 45 to 50 percent.
- Multiply to estimate global monthly active users.
- Sanity check against publicly known scale, commonly cited as over 2 billion logged in monthly users.
- State the result as a range and note logged in versus total viewership would differ.
What a strong answer includes
- Anchors on global internet population, then applies a defensible penetration rate rather than guessing a raw number.
- Shows the math, 5.3 billion times 47 percent gives roughly 2.5 billion, close to the publicly reported scale, a good sanity check.
- Distinguishes logged in users from total viewership, since the service is also used heavily without an account.
Common mistakes
- Giving a number pulled from memory with no supporting calculation.
- Not distinguishing between monthly active users and total viewership.
- No sanity check against a known reference point.
Likely follow-up questions
- How would you estimate just paid subscribers instead?
- How would this estimate change if you counted daily rather than monthly users?
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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