Root-cause a 10% decline in Facebook friend requests

Quick Overview

A root-cause question for a Meta product manager: Facebook friend requests are down 10% and you must explain how you would find out why. It tests data checks, reading the shape of a decline, decomposing requests by entry point and cohort, separating product from external causes and deciding next steps.

Root-cause a 10% decline in Facebook friend requests

Company: Meta

Role: Product Manager

Category: Analytics & Experimentation

Difficulty: medium

Interview Round: Other

You are a product manager at Meta. The number of friend requests on Facebook is down 10%. Walk through how you would evaluate why it fell. ```hint Find where the volume went A friend request has a sender, a receiver and an entry point where it started. Work out which part of that flow lost volume before you commit to an explanation. ``` ### Clarifying Questions - Is the 10% about requests sent, requests accepted, or both, and compared with which period? - Did the decline happen suddenly or build up over several weeks? - Is it concentrated in a country, a platform or a user group such as new versus long-time users, or is it broad? - Have related metrics such as daily active users, sessions, signups or messaging moved at the same time? ### What a Strong Answer Covers - Ruling out measurement problems first, including logging changes and integrity systems that block or remove requests from fake accounts. - Decomposing requests by entry point (friend suggestions, search, profile visits, groups and events, contact import) and by sender cohort, plus the acceptance side. - Using the timing and spread of the drop to separate product causes (releases, ranking changes, a feature that substitutes for friending) from ecosystem and external ones (market saturation, competitors, seasonality, platform privacy changes). - Confirming the leading hypothesis with specific data or an experiment comparison. - Deciding whether the decline is actually harmful and what to do next. ### Follow-up Questions - The decline lines up with a launch that lets people message someone without being friends first. How would you confirm the link, and would you roll the feature back? - Requests sent are flat, but acceptances fell 10%. How does your investigation change? - When could a 10% drop in friend requests be a healthy result?

Overview: A root-cause question for a Meta product manager: Facebook friend requests are down 10% and you must explain how you would find out why. It tests data checks, reading the shape of a decline, decomposing requests by entry point and cohort, separating product from external causes and deciding next steps.

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Meta
Mar 9, 2025
mediumProduct ManagerOtherAnalytics & Experimentation
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You are a product manager at Meta. The number of friend requests on Facebook is down 10%. Walk through how you would evaluate why it fell.

Clarifying Questions Guidance

  • Is the 10% about requests sent, requests accepted, or both, and compared with which period?
  • Did the decline happen suddenly or build up over several weeks?
  • Is it concentrated in a country, a platform or a user group such as new versus long-time users, or is it broad?
  • Have related metrics such as daily active users, sessions, signups or messaging moved at the same time?

What a Strong Answer Covers Guidance

  • Ruling out measurement problems first, including logging changes and integrity systems that block or remove requests from fake accounts.
  • Decomposing requests by entry point (friend suggestions, search, profile visits, groups and events, contact import) and by sender cohort, plus the acceptance side.
  • Using the timing and spread of the drop to separate product causes (releases, ranking changes, a feature that substitutes for friending) from ecosystem and external ones (market saturation, competitors, seasonality, platform privacy changes).
  • Confirming the leading hypothesis with specific data or an experiment comparison.
  • Deciding whether the decline is actually harmful and what to do next.

Follow-up Questions Guidance

  • The decline lines up with a launch that lets people message someone without being friends first. How would you confirm the link, and would you roll the feature back?
  • Requests sent are flat, but acceptances fell 10%. How does your investigation change?
  • When could a 10% drop in friend requests be a healthy result?