Estimation question
Calculate the number of queries answered by Google per second.
- Estimation
- Easy
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What this question tests
Tests structured estimation: breaking a huge number into defensible population and behavior assumptions rather than guessing a final figure.
How to approach it
- State the funnel: world population, internet users, then daily Google searchers, then searches per user per day.
- Assume roughly 5 billion internet users globally, and that Google captures the large majority of search traffic, say 90%.
- Assume an active searcher does about 5 to 10 searches a day on average, factoring in casual and heavy users.
- Multiply: 5 billion times 0.9 times ~7 searches equals about 31.5 billion searches per day.
- Convert to per second: 31.5 billion divided by 86,400 seconds is roughly 365,000 queries per second.
What a strong answer includes
- Shows the full chain of assumptions explicitly rather than jumping to a memorized number, which is what this question is testing.
- Labels every assumption clearly, e.g. 'assume 90% search-engine market share for Google', so the interviewer can push back on a specific link.
- Sanity-checks the result against a known public figure (Google has publicly cited roughly 8.5 billion searches per day) and reconciles any gap.
- Adjusts for daily and seasonal patterns, noting peak QPS during work hours is higher than the 24-hour average.
Common mistakes
- Quoting a memorized number without showing the derivation, which defeats the purpose of an estimation question.
- Forgetting to convert from per-day to per-second, or using the wrong number of seconds in a day.
Likely follow-up questions
- How would peak QPS during business hours differ from your 24-hour average?
- How would you validate this estimate with real data if you had access to it?
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More questions from Google
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