Confidence votes 15. You've Lost That Lovin' Feelin'  was written by Barry Mann, Phil Spector, and Cynthia Weil. The most popular version that everyone knows was performed by the Righteous Brothers, however Hall and Oates did a version after it was a hit as well. 11 people found this useful.