Airbnb's Search and Discovery Architecture

GENERALArchitecture
Airbnb's Search and Discovery Architecture — GENERAL 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.

Architecture prompt

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.

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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

May 18, 2026 at 10:16 AM

Type

architecture

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