Choosing a north-star metric and guardrails for ads shown in Facebook Reels

Quick Overview

A product metrics question about ads in Facebook Reels: define how to measure whether the ads product is succeeding. It tests setting a goal that balances viewers, advertisers and creators, choosing a north-star metric with guardrails, and spotting ad-load and cannibalization traps.

Choosing a north-star metric and guardrails for ads shown in Facebook Reels

Company: Meta

Role: Product Manager

Category: Analytics & Experimentation

Difficulty: medium

Interview Round: Other

You own the ads product inside Facebook Reels as its product manager. Define how you would judge whether it is succeeding. ```hint Count the sides Reels ads touch viewers, advertisers and, for some formats, the creators whose videos carry the ad. A metric set that only shows more ads being sold can hide a worse experience for one of those sides. ``` ### Clarifying Questions - Does "ads in Reels" mean full-screen ads served between Reels, overlay ads placed on creators' Reels, or both? - Is the product still ramping, where the goal is to grow ad volume, or mature, where the goal is to earn more from each minute watched? - Is the scope Facebook Reels only, or Reels ad inventory shared with Instagram? - If creators receive a share of the revenue from ads on their Reels, should their outcomes count toward success? ### What a Strong Answer Covers - The goal of Reels ads, tied to Facebook's mission and to viewing time shifting toward short video - Metrics for each side (viewers, advertisers, creators), organized so a change in revenue can be explained - One north-star metric, with the reason it beats the alternatives - Guardrails against heavier ad load, cannibalization of other placements and worse advertiser results - How the metrics would be read in practice: experiments, holdouts and long-term effects ### Follow-up Questions - An ad-load increase lifts your north star, but Reels time per user dips slightly. How do you decide whether to keep it? - How would you tell whether ad spend in Reels is new money or budget moved from Feed and Stories? - Which of your metrics would you change if overlay ads on creators' Reels became the main format?

Overview: A product metrics question about ads in Facebook Reels: define how to measure whether the ads product is succeeding. It tests setting a goal that balances viewers, advertisers and creators, choosing a north-star metric with guardrails, and spotting ad-load and cannibalization traps.

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Meta
Mar 22, 2025
mediumProduct ManagerOtherAnalytics & Experimentation
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You own the ads product inside Facebook Reels as its product manager. Define how you would judge whether it is succeeding.

Clarifying Questions Guidance

  • Does "ads in Reels" mean full-screen ads served between Reels, overlay ads placed on creators' Reels, or both?
  • Is the product still ramping, where the goal is to grow ad volume, or mature, where the goal is to earn more from each minute watched?
  • Is the scope Facebook Reels only, or Reels ad inventory shared with Instagram?
  • If creators receive a share of the revenue from ads on their Reels, should their outcomes count toward success?

What a Strong Answer Covers Guidance

  • The goal of Reels ads, tied to Facebook's mission and to viewing time shifting toward short video
  • Metrics for each side (viewers, advertisers, creators), organized so a change in revenue can be explained
  • One north-star metric, with the reason it beats the alternatives
  • Guardrails against heavier ad load, cannibalization of other placements and worse advertiser results
  • How the metrics would be read in practice: experiments, holdouts and long-term effects

Follow-up Questions Guidance

  • An ad-load increase lifts your north star, but Reels time per user dips slightly. How do you decide whether to keep it?
  • How would you tell whether ad spend in Reels is new money or budget moved from Feed and Stories?
  • Which of your metrics would you change if overlay ads on creators' Reels became the main format?