Designing a North Star Metric Framework for Airbnb's Marketplace

Quick Overview

A PM interview question on choosing the north star metrics Airbnb should use to track its success. It tests how well the candidate understands a two-sided travel marketplace and its revenue model, defines a precise top-level measure over the alternatives, and backs it with input metrics and guardrails for guests and hosts.

Designing a North Star Metric Framework for Airbnb's Marketplace

Company: Airbnb

Role: Product Manager

Category: Analytics & Experimentation

Difficulty: medium

Interview Round: Other

Which north star metrics should Airbnb use to tell whether it is succeeding? Propose them and explain why you chose them. ```hint Map the exchange first Before naming a metric, describe what a guest gets, what a host gets and how Airbnb gets paid when the marketplace works. ``` ### Clarifying Questions - Should the metrics cover only stays, or also Experiences and Airbnb's other offerings? - Do you want a single north star, or is a small set of top-level metrics acceptable? - Is this for the company as a whole and worldwide, or for a specific push such as growing in a new market? ### What a Strong Answer Covers - How guests and hosts each get value and how Airbnb earns money, connected to its mission - A north star (or small set) with an exact definition, chosen over named alternatives - The input metrics that drive it, on both the guest side and the host side - Guardrails that keep the north star from rising at the expense of guests, hosts or the business, plus the chosen metric's weaknesses ### Follow-up Questions - Your north star keeps growing, but host numbers are flat and review scores are slipping. What do you investigate, and does the north star need to change? - How would you adapt your north star for Experiences, where bookings are short activities rather than stays? - When a travel shock collapses bookings for reasons outside the product, how do you judge whether the product is still healthy?

Overview: A PM interview question on choosing the north star metrics Airbnb should use to track its success. It tests how well the candidate understands a two-sided travel marketplace and its revenue model, defines a precise top-level measure over the alternatives, and backs it with input metrics and guardrails for guests and hosts.

Airbnb logo
Airbnb
Nov 1, 2023
mediumProduct ManagerOtherAnalytics & Experimentation
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Which north star metrics should Airbnb use to tell whether it is succeeding? Propose them and explain why you chose them.

Clarifying Questions Guidance

  • Should the metrics cover only stays, or also Experiences and Airbnb's other offerings?
  • Do you want a single north star, or is a small set of top-level metrics acceptable?
  • Is this for the company as a whole and worldwide, or for a specific push such as growing in a new market?

What a Strong Answer Covers Guidance

  • How guests and hosts each get value and how Airbnb earns money, connected to its mission
  • A north star (or small set) with an exact definition, chosen over named alternatives
  • The input metrics that drive it, on both the guest side and the host side
  • Guardrails that keep the north star from rising at the expense of guests, hosts or the business, plus the chosen metric's weaknesses

Follow-up Questions Guidance

  • Your north star keeps growing, but host numbers are flat and review scores are slipping. What do you investigate, and does the north star need to change?
  • How would you adapt your north star for Experiences, where bookings are short activities rather than stays?
  • When a travel shock collapses bookings for reasons outside the product, how do you judge whether the product is still healthy?