Audiobooks not syncing

Bought a audiobook, trying to sync it to Apple Watch but it shows that there is no audiobooks when I open “My Watch” on Apple Watch from iPhone app. I have made sure it was connected to battery, same WiFi, Bluetooth was on, still nothing. Any advice?