It’s possible that Facebook is still holding on to an earlier player you embedded. Enter the Bandcamp URL you’re sharing here to zap the stale files instantly:
https://developers.facebook.com/tools/debug/sharing/batch/
Once you’ve done that (ignore what it says on the debug page), try sharing your Bandcamp link on Facebook again. If it doesn’t work the first time around, try using the specific track or album URL.