It’s worth mentioning that, although Google Authenticator allows one to export two factor authentication codes, it’s only in the format of a QR code that can be scanned by another phone. It doesn’t provide the option of exporting 2FA codes in an encrypted file that one could store in a safe place.

So it seems that the backup is intended that the user purchases a second phone!