Metrics question

Rooms on Facebook was launched 3 months ago. Would you also launch it on Instagram? How would you run a A/B test to see the success of this feature on instagram?

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What this question tests

Cross platform launch judgment paired with rigorous A/B test design, covering hypothesis, metrics, and statistical validity.

How to approach it

  1. State the decision criteria: launch on Instagram only if Rooms shows strong retention and usage depth on Facebook first.
  2. Review the Facebook data available after three months, such as weekly active room creators and session length.
  3. If signals are positive, recommend an Instagram launch, since its audience skews toward casual video hangouts already.
  4. Design the A/B test: randomly assign users to see the Rooms entry point or not, measuring adoption and downstream engagement.
  5. Define the primary metric, such as rooms created per active user, plus a guardrail like time spent on core Instagram features.
  6. Determine sample size and test duration needed for statistical significance given Instagram's daily active user base.

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