Purchases
Can’t find my purchased music on phone or computer is there any other way of finding them?
iPhone 11 Pro, iOS 13
Copy it back from your backup of the computer, or if it's still in the store etc. you might be able to re-download it : Redownload apps, music, movies, TV shows, and books - Apple Support