Audiobooks sync issue - Not loading

On my iPhone i have transferred from my mac an audiobook. Now that Audiobook is available on my iPhone "Book" App. On my Watch Ultra 2, the Audiobook App it appears on my library but when clicking on it throw an error saying:

This audiobook is unavailable on your watch

Any idea what might be wrong?