North-star metric and guardrails for Facebook's college-only Campus space

Quick Overview

A product metrics prompt asking how to measure the success of Facebook Campus, the college-only space within Facebook. It tests setting a clear goal, choosing and defining a north-star metric, building supporting metrics across the student journey and per school, and adding guardrails for safety, privacy and cannibalization.

North-star metric and guardrails for Facebook's college-only Campus space

Company: Meta

Role: Product Manager

Category: Analytics & Experimentation

Difficulty: medium

Interview Round: Other

Facebook Campus is a section of Facebook reserved for college students. As the product manager who owns it, explain how you would measure whether it is succeeding: state the goal, choose the metric you would treat as the main measure of success, and define the supporting metrics and guardrails around it. ```hint Measure where the value is created Ask what makes the product useful to one student, and at which level (the individual, a single school, or all schools together) that value should be measured. ``` ### Clarifying Questions - Is Campus newly launched and still building a user base at each school, or established, so the focus is engagement and retention? - What does Facebook mainly want from it: helping students connect with others at their school, re-engaging college-age users, or both? - Is success judged only inside Campus, or across each student's whole Facebook usage, so that activity that merely moved from elsewhere in Facebook does not count as a gain? ### What a Strong Answer Covers - The product's purpose for students and for Facebook, turned into one clear goal. - A north-star metric with a precise definition, and a reason it beats raw usage counts. - Supporting metrics across the student journey, from joining and setting up a profile to finding classmates, interacting and returning, broken down by school. - Guardrails for safety, privacy and cannibalization of the rest of Facebook. - How the measurement handles the academic calendar and network effects when evaluating changes. ### Follow-up Questions - Weekly active students rose at the start of term, but messages between classmates fell. How do you interpret that? - How would you test a new Campus feature when students at the same school influence each other's behavior? - At what point would you conclude Campus is not working at a given school, and what would you do then?

Overview: A product metrics prompt asking how to measure the success of Facebook Campus, the college-only space within Facebook. It tests setting a clear goal, choosing and defining a north-star metric, building supporting metrics across the student journey and per school, and adding guardrails for safety, privacy and cannibalization.

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Meta
Jan 12, 2026
mediumProduct ManagerOtherAnalytics & Experimentation
0
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Facebook Campus is a section of Facebook reserved for college students. As the product manager who owns it, explain how you would measure whether it is succeeding: state the goal, choose the metric you would treat as the main measure of success, and define the supporting metrics and guardrails around it.

Clarifying Questions Guidance

  • Is Campus newly launched and still building a user base at each school, or established, so the focus is engagement and retention?
  • What does Facebook mainly want from it: helping students connect with others at their school, re-engaging college-age users, or both?
  • Is success judged only inside Campus, or across each student's whole Facebook usage, so that activity that merely moved from elsewhere in Facebook does not count as a gain?

What a Strong Answer Covers Guidance

  • The product's purpose for students and for Facebook, turned into one clear goal.
  • A north-star metric with a precise definition, and a reason it beats raw usage counts.
  • Supporting metrics across the student journey, from joining and setting up a profile to finding classmates, interacting and returning, broken down by school.
  • Guardrails for safety, privacy and cannibalization of the rest of Facebook.
  • How the measurement handles the academic calendar and network effects when evaluating changes.

Follow-up Questions Guidance

  • Weekly active students rose at the start of term, but messages between classmates fell. How do you interpret that?
  • How would you test a new Campus feature when students at the same school influence each other's behavior?
  • At what point would you conclude Campus is not working at a given school, and what would you do then?