I have used Kafka with zookeeper. Kafka is more suitable in a event based architecture, where we have a lot of events happening and you stream all events to a big data. e.g, for a location tracking or ride sharing application, Kafka will be more suitable, as every vehicle will be steaming it's location.

For message driven approach use rabbitMQ, for event driven approach use Kafka.