Sizing Airbnb's US Revenue Bottom-Up from Listings, Booked Nights and Fees
Company: Walmart Labs
Role: Product Manager
Category: Product / Decision Making
Difficulty: medium
Interview Round: Other
You are interviewing for a product manager role and are asked to estimate, with no access to data, how much revenue Airbnb earns in a year from its business in the United States. Talk through how you would build the number, state each assumption as you introduce it, and land on a single figure or a narrow range.
```hint Who keeps what
Airbnb does not own the homes on its platform. Before sizing anything, decide which part of the money a guest hands over actually counts as Airbnb's revenue.
```
### Clarifying Questions
- Does "revenue" mean the fees Airbnb keeps, or the total value of the bookings guests pay, including the host's share?
- Does "in the US" mean stays at US properties, bookings made by US-based guests wherever they travel, or both?
- Should Experiences and other non-lodging services count, or only stays?
- Is a rough figure for a recent typical year good enough, or does the interviewer have a specific year in mind?
### What a Strong Answer Covers
- A precise definition of revenue that separates gross booking value from the take rate Airbnb earns on it.
- An equation that breaks the number into drivers such as active listings, booked nights per listing, average nightly price and take rate.
- Every input labeled as an assumption, with a round number and a one-line justification.
- Correct arithmetic and an independent cross-check, for example a demand-side estimate built from traveler nights.
- Awareness of which assumption the result is most sensitive to.
### Follow-up Questions
- Which single input moves your estimate the most, and what data would you want in order to tighten it?
- How would the number change if the interviewer meant bookings made by US residents, including their trips abroad?
- How would a downturn in leisure travel flow through each driver, and which driver would move first?
Overview: A product manager estimation question that asks for Airbnb's yearly revenue from its US business. It tests whether the candidate separates gross bookings from the fees Airbnb keeps, builds a driver-based equation with labeled assumptions, gets the arithmetic right and cross-checks the result from a second angle.