On connaît la chanson
Allmusic critic Ron Wynn calls "It's the Same Old Song" "a tidy little number" with "one of the greatest lyrical hooks -- and titles -- ever." Fellow critic Steve Leggett calls it "wise beyond its era." "Billboard" claimed that the "pulsating Detroit sound proves a winner once again in this swinger."