The band consists of three members: Christian Anthony and brothers Mitchel and Clinton Cave, and have released seven EPs and four albums since their formation.

[8] The trio first released music under the name Chase Atlantic when Clinton Cave recruited Mitchel and Christian to assist in recording a university project.

[14] Later in 2015, the band caught the eye of Benji and Joel Madden, and they signed the group to their management company, MDDN, in early 2016.

[16] [17] In January 2017, Chase Atlantic released their fourth EP, Part One, to coincide with their signing with Warner Bros. Records.

[28][29] Alongside their album rollout, they also released a collaborative single with dark pop artist Plvtinum, called "Hit My Line".

[31] In 2023, after a break to work on themselves,[32] Chase Atlantic made their return to the music scene with the release of the single "Mamacita" on 26 September.

"[34] During the production of Lost in Heaven, Chase Atlantic faced a significant setback when lead vocalist Mitchel Cave accidentally left his laptop in the rain, resulting in the loss of a substantial amount of their work.

On 16 October 2024, Chase Atlantic embarked on their Lost in Heaven global tour, with performances scheduled at multiple venues worldwide, which include The Toyota Music Factory in North America,[36] the Riverstage Brisbane in Australia,[37] The O2 Arena in United Kingdom, and the Lanxess Arena in Europe.

[38] In a podcast interview with The Zach Sang Show, released on 13 February 2025, Chase Atlantic announced that they are working on a deluxe edition of their album Lost in Heaven.

Christian Anthony described this upcoming release as "an extension of the story on Aura and Void," featuring material that "didn't make the album.

"[39] The deluxe edition aims to expand upon the themes explored in the original release, incorporating additional tracks that complement the existing narrative.