I think I figured it. I checked back today, still nothing. Then I ran into this post
that suggested using a debugger tool for facebook (https://developers.facebook.com/tools/debug)
I ran the link through and it's working fine now, tracks and cover art showing. Hope it does it for anyone experiencing this same issue.