"Call Me Up" is an upbeat, energetic track that blends elements of pop, R&B, and hip-hop. The song features Olivia Austin's powerful vocals and NFBusty's catchy rap verses. The lyrics revolve around a romantic interest, with Olivia and NFBusty trading verses about their desire to connect with each other.