Airbnb's Search and Discovery Architecture architecture diagram

About This Architecture

How Airbnb's search returns relevant listings from millions of properties. Shows ML-powered ranking with TensorFlow, Elasticsearch for geospatial queries, real-time Feature Store, Kafka event streaming, Spark for offline feature computation, Redis caching, and A/B testing framework.

Airbnb's Search and Discovery Architecture

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Created by

February 9, 2026

Updated

August 4, 2026 at 6:58 AM

Type

architecture

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