At the time of its release, Everybody's Rockin received among the worst critical reviews of Young's career.
Young himself expressed fondness for the album, comparing it favorably to his acclaimed 1975 album Tonight's the Night, yet also acknowledging the truth of some of its harsher criticisms: "What am I? Stupid?