Lyrically the song reiterates the uniting power of music. The primary hook was deemed as having political implications, with Madonna renouncing the bourgeoisie. Fouz-Hernández believed that the line "I wanna dance with my baby" reinforced a connection with gay listeners because of its "casual, campy style". He compared the track to Madonna's first single, "Everybody" (1982), because in both songs she declares that music "has the power to overcome divisions of race, gender, and sexuality". It also recalled Madonna's early days of being carefree and living alone in New York, while being a staple in the city's night-club scene. According to "Billboard", Madonna's vocals "binds a mind-blowing melange of hyperactive beats, grooves, and stinging percussive elements" in the track. The magazine adds that the song is also "saturated" with the influence of Cameo, Herbie Hancock, Nitzer Ebb and Roger Troutman.