A queue with persistent storage is like a ledger whose entries don't vanish when you read them, or a git branch whose commits stick around for longer than 24-72 hours.

It's popular because it didn't have any competition while it built up its ecosystem. And even though there's competitors now, I haven't had time to check them out, and they still brand themselves as "Kafka-alternatives".