How do I save an audiobook that I want to read later?

Go to a book page by tapping the cover for the book. Tap “+ Save” and the book will be added to "My Books" which is your own book list that you can find under "Home".

You can also save a book by long pressing the cover anywhere in the app and adding it to "My Books" from the book menu that pops up.