What is Amazon Kindle Unlimited and how does it work?

Amazon Kindle Unlimited allows subscribers to download and read an unlimited quantity of ebooks and audiobooks for a set monthly fee - not too dissimilar to services like Netflix and Spotify, but it's for books rather than movies or music.