AirbnbDifficulty: Advanced
Personalizing Airbnb search by learning from the guest journey
Airbnb improved search relevance by analyzing guest behavior patterns and using machine learning to personalize listing recommendations throughout the booking journey.
Interview angle
How would you design a personalized search and recommendation system for a marketplace platform like Airbnb?
- Failure / topic
Generic search results leading to poor matching between guests and listings
- Source
- medium.com