Multiple consumers process messages from the same queue. Messages distribute across consumers for parallel processing. Each message goes to exactly one consumer.
Benefits: horizontal scaling, fault tolerance (if one consumer dies, others continue). Considerations: message ordering lost, need idempotent processing. SQS, RabbitMQ, Kafka consumer groups implement this.