Lyrically, "Call Me Up" explores themes of desire and connection in the digital age. Austin's lyrics convey a sense of longing and vulnerability, as she sings about the need for human contact in a world dominated by technology. The song's title, "Call Me Up," can be seen as a metaphor for the desire for genuine connection and intimacy, rather than simply a superficial online interaction.