Choosing a North Star Metric for Airbnb's Two-Sided Marketplace
Company: Google
Role: Product Manager
Category: Analytics & Experimentation
Difficulty: medium
Interview Round: Other
If Airbnb could follow only one number to judge how well it is doing, which metric should it be? Define it precisely and explain why it beats the alternatives.
```hint Count what both sides need
Airbnb earns money only when a guest and a host complete a stay together. Look for a number that moves only when both sides get value, then ask what it fails to capture.
```
### Clarifying Questions
- Is this the metric for the company as a whole, or for one team such as search, host growth or trust and safety?
- Should it cover stays only, or Experiences as well?
- Is the metric meant to steer product decisions week to week, or to report the health of the business to investors?
### What a Strong Answer Covers
- How Airbnb creates value and earns money as a two-sided marketplace, used to justify the choice
- A precisely defined metric compared with alternatives such as revenue, booking value, active users and listings
- The metric's blind spots, with guardrails for guests, hosts, trust and profitability
- How the metric breaks down into inputs that teams can move
- Supply and demand health considered together
### Follow-up Questions
- Your metric rises while the share of guests who book again falls. What could be happening, and what would you check?
- Which metric would you give the team that recruits new hosts, and how does it connect to yours?
- How could a team inflate your metric without making Airbnb better, and how would you catch it?
Overview: A product metrics question asking which single metric best reflects the health of Airbnb as a two-sided travel marketplace. It tests how candidates define a north-star metric, compare it with alternatives such as revenue and active users, and pair it with guardrails for guests, hosts and trust.