Back-of-envelope count of the videos in YouTube's library

Quick Overview

A product manager estimation question that asks how many videos YouTube hosts in total. It tests defining what counts as a video, linking the total to quantities that can be reasoned about, handling change over time and removals, keeping the arithmetic correct, and cross-checking the result.

Back-of-envelope count of the videos in YouTube's library

Company: Google

Role: Product Manager

Category: Product / Decision Making

Difficulty: medium

Interview Round: Other

How many videos are on YouTube? Build an estimate of the total, explain the structure you use, label each assumption, and finish with a number, a range and a check from a second direction. ```hint Stock or flow Decide first whether your number is a stock (everything on the platform now) or a flow (what arrives in a month). If you start from today's upload pace, ask whether that pace is a fair stand-in for every year since launch. ``` ### Clarifying Questions - Do Shorts and saved live streams count as videos, or only standard uploads? - Should private and unlisted videos be included, or only ones anyone can watch? - Is the target what is hosted today, or everything ever uploaded, including videos since deleted or taken down? ### What a Strong Answer Covers - A definition of what counts as a video and whether the total means hosted today or ever uploaded - An equation linking the total to quantities you can reason about, with each factor labeled as an assumption and given a reason - An explicit treatment of change over the platform's lifetime and of videos that are no longer on it - Correct arithmetic with consistent units (minutes, videos, years) - A cross-check by a second method, a final range, and the input that moves the answer most ### Follow-up Questions - Suppose you learn that the upload pace you used has since doubled. Which parts of your estimate change, and by how much? - How would you estimate what share of these videos have almost no views, and why would a product team want to know? - How would you adapt the method for a platform that hosts only short vertical clips?

Overview: A product manager estimation question that asks how many videos YouTube hosts in total. It tests defining what counts as a video, linking the total to quantities that can be reasoned about, handling change over time and removals, keeping the arithmetic correct, and cross-checking the result.

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Google
Jan 29, 2024
mediumProduct ManagerOtherProduct / Decision Making
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How many videos are on YouTube? Build an estimate of the total, explain the structure you use, label each assumption, and finish with a number, a range and a check from a second direction.

Clarifying Questions Guidance

  • Do Shorts and saved live streams count as videos, or only standard uploads?
  • Should private and unlisted videos be included, or only ones anyone can watch?
  • Is the target what is hosted today, or everything ever uploaded, including videos since deleted or taken down?

What a Strong Answer Covers Guidance

  • A definition of what counts as a video and whether the total means hosted today or ever uploaded
  • An equation linking the total to quantities you can reason about, with each factor labeled as an assumption and given a reason
  • An explicit treatment of change over the platform's lifetime and of videos that are no longer on it
  • Correct arithmetic with consistent units (minutes, videos, years)
  • A cross-check by a second method, a final range, and the input that moves the answer most

Follow-up Questions Guidance

  • Suppose you learn that the upload pace you used has since doubled. Which parts of your estimate change, and by how much?
  • How would you estimate what share of these videos have almost no views, and why would a product team want to know?
  • How would you adapt the method for a platform that hosts only short vertical clips?