Metrics question

How do you measure the success of Airbnb online experiences?

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What this question tests

Metric tree construction for a marketplace product distinct from the core lodging business, requiring separate success criteria.

How to approach it

  1. Clarify online experiences are live, virtual, hosted activities, a different product from stays with different supply and demand dynamics.
  2. State the goal: build a sustainable second marketplace where hosts earn meaningfully and guests find worthwhile virtual activities.
  3. Build a metric tree: guest-side bookings and attendance rate, host-side repeat hosting rate and earnings, and marketplace search-to-booking conversion.
  4. Add a guardrail: guest satisfaction score, since a low-quality virtual experience could hurt trust in the broader brand.
  5. Segment by experience category, since demand and repeat behavior likely differ significantly across types.
  6. Tie to a business outcome: cross-sell rate, guests who tried an experience later booking an in-person stay, showing broader ecosystem value.

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