Games like SingStar

If you finished SingStar, the closest matches are Audioshield, SingStar: BoyBands vs GirlBands, SingStar: Take That, SingStar: Pop Hits and EZ2ON. All 7 share its music genre and are ranked by how closely their themes and modes overlap.