Segmenting Supply with a Data-Driven Methodology [Airbnb]

01/09/2025 8 min Episodio 101

Listen "Segmenting Supply with a Data-Driven Methodology [Airbnb]"

Episode Synopsis

In this episode, we explore how Airbnb developed a structured framework that combines unsupervised clustering and supervised modeling to classify listings into meaningful supply personas based on availability patterns. This data-driven approach helps Airbnb enhance personalization, improve experimentation, and gain deeper insights into its global supply base.For more details, you can refer to their published tech blog, linked here for your reference: https://medium.com/airbnb-engineering/from-data-to-insights-segmenting-airbnbs-supply-c88aa2bb9399