Airbnb Product Design: Helping Guests Discover Stays That Fit Their Trip
Company: Airbnb
Role: Product Manager
Category: Product Design & Strategy
Difficulty: medium
Interview Round: Other
As a product manager at Airbnb, design a product solution that helps guests find listings that match their preferences. Choose which guests and which preferences to focus on, explain where the current search and browsing experience falls short for them, propose and prioritize solutions, and say how you would measure whether it works.
```hint Name the preference that search fails on
Some preferences already map cleanly to filters, such as price, number of bedrooms or allowing pets. Others are fuzzy or hard to verify, such as a quiet street, reliable wifi for work, or a layout that suits small children. Find the preferences guests care about but cannot express or trust today, and design around those.
```
### Clarifying Questions
- Is the main goal booking conversion, guest satisfaction after the stay, or repeat bookings?
- Which guests should I prioritize: families, remote workers on long stays, groups of friends, or first-time guests unsure what they want?
- Does the guest already have a destination and dates, or might they still be deciding where and when to travel?
- Can the solution ask hosts for new listing information, or must it rely only on data Airbnb already has?
### What a Strong Answer Covers
- A goal and a chosen guest segment, with the reason that segment's matching problem matters most to Airbnb
- A clear split between preferences existing filters capture and preferences guests cannot express or verify today, with the pain each causes
- A concrete solution design (how guests state preferences, where listing data comes from, how results are ranked and explained), prioritized against alternatives
- Success metrics such as search-to-booking conversion and post-stay ratings tied to fit, with guardrails for hosts and marketplace balance
- Risks such as inaccurate listing data, new listings with no reviews, and results narrowed until nothing is left
### Follow-up Questions
- How would you handle a new listing with no reviews that might or might not fit a preference such as "quiet"?
- If your ranking raises conversion but concentrates bookings on a small set of popular listings, what would you do?
- How would your solution change for a guest who has not chosen a destination yet?
Overview: A product design question asking how Airbnb could help guests find stays that fit what they want from a trip. It tests segmenting guests, separating preferences that filters already capture from ones guests cannot express or verify, designing matching and ranking, and choosing success metrics with marketplace guardrails.