The production of Ooh Yeah! was handled by Daryl Hall, John Oates, and Tom Wolk, who is also known as Tom "T-Bone" Wolk. The album's sound moves between pop and rock, offering a total duration of 49 minutes and 24 seconds. Music critics, such as Cash Box, described "Downtown Life" as a "sophisticated and creatively arranged" piece, highlighting its "vibrant funk groove combined with a strong guitar presence." The tracklist includes songs like "I’m in Pieces", "Talking All Night", "Rockability", "Rocket to God", "Soul Love", "Realove", and "Keep On Pushin’ Love", in addition to the aforementioned singles.