How Airbnb Tests Its Search Ranking Algorithm

In this episode of Conversion Rate Optimization with Fexingo, Lucas and Luna dive into how Airbnb continuously A/B tests its search ranking algorithm to balance user preferences with business goals. They break down the specific metrics Airbnb uses, like booking probability and guest satisfaction scores, and discuss the challenges of testing algorithmic changes that affect millions of listings. Learn why Airbnb's approach to experimentation differs from typical landing page tests and how they avoid the trap of optimizing for short-term conversions at the expense of long-term trust. A must-listen for anyone running complex experiments in marketplaces or multi-sided platforms. #Airbnb #SearchRanking #ABTesting #Algorithm #Marketplace #Expedia #BookingProbability #GuestSatisfaction #ConversionRate #Experimentation #DataScience #Personalization #CRO #Marketing #FexingoBusiness #BusinessPodcast #AITesting #HostedSearch Keep every episode free: buymeacoffee.com/fexingo