Back-of-the-Envelope Sizing of the Bing Search Engine's Revenue

Quick Overview

An estimation prompt asking how much revenue Microsoft's Bing search engine brings in. It tests scoping the time period, geography and revenue streams, building an equation from search activity or ad-market size, labeling assumptions, doing clean arithmetic, and sanity-checking the result from a second angle.

Back-of-the-Envelope Sizing of the Bing Search Engine's Revenue

Company: Microsoft

Role: Product Manager

Category: Product / Decision Making

Difficulty: medium

Interview Round: Other

Estimate how much revenue Microsoft's Bing search engine generates. Show how you structure the estimate, label each assumption, and finish with a figure, a range and a check on whether the result is plausible. ```hint Pick a direction and hold the scope Decide whether to build up from search volume and what each search earns, or work down from the size of the whole search advertising market, and keep the time period and geography fixed from start to finish. ``` ### Clarifying Questions - Over what period: annual revenue, or a daily or quarterly figure? - Worldwide, or a single market such as the US? - Does revenue include ads on partner search engines and other sites that run on Bing results, and should it be gross or net of what Microsoft pays those partners? - Should news and display advertising count, or only the ads on search result pages? ### What a Strong Answer Covers - A settled scope for time period, geography and which revenue streams count, agreed before any numbers - A top-line equation that connects search activity, or the overall ad market, to Bing's revenue - Labeled, round assumptions with a reason for each, including how Bing's audience differs from the average searcher - Correct, unit-consistent arithmetic leading to a single figure and a range - A sanity check from a second method and the inputs that move the answer most ### Follow-up Questions - Which assumption is the weakest, and what data would you use to pin it down? - How would the estimate change if AI-generated answers reduced the number of ad clicks per search? - If Bing's share of searches doubled overnight, would its revenue double? Why or why not?

Overview: An estimation prompt asking how much revenue Microsoft's Bing search engine brings in. It tests scoping the time period, geography and revenue streams, building an equation from search activity or ad-market size, labeling assumptions, doing clean arithmetic, and sanity-checking the result from a second angle.

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Microsoft
Dec 4, 2023
mediumProduct ManagerOtherProduct / Decision Making
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Estimate how much revenue Microsoft's Bing search engine generates. Show how you structure the estimate, label each assumption, and finish with a figure, a range and a check on whether the result is plausible.

Clarifying Questions Guidance

  • Over what period: annual revenue, or a daily or quarterly figure?
  • Worldwide, or a single market such as the US?
  • Does revenue include ads on partner search engines and other sites that run on Bing results, and should it be gross or net of what Microsoft pays those partners?
  • Should news and display advertising count, or only the ads on search result pages?

What a Strong Answer Covers Guidance

  • A settled scope for time period, geography and which revenue streams count, agreed before any numbers
  • A top-line equation that connects search activity, or the overall ad market, to Bing's revenue
  • Labeled, round assumptions with a reason for each, including how Bing's audience differs from the average searcher
  • Correct, unit-consistent arithmetic leading to a single figure and a range
  • A sanity check from a second method and the inputs that move the answer most

Follow-up Questions Guidance

  • Which assumption is the weakest, and what data would you use to pin it down?
  • How would the estimate change if AI-generated answers reduced the number of ad clicks per search?
  • If Bing's share of searches doubled overnight, would its revenue double? Why or why not?