"Hearts Go Crazy", originally intended as the lead single, was released on iTunes on February 26, 2013 featuring a new electronic direction to the band's sound.
A second single, "Can't Help", written by Will Anderson and Ryan Tedder of OneRepublic (who originally intended for the song to be given to Cee Lo Green), was released on June 2, 2013.
The band also performed "Can't Help" on The Tonight Show with Jay Leno.
Overnight remained in the top ten of the iTunes album charts continuously during its first day and week of release, reaching the #3 spot, and has since garnered national and international recognition.
In May 2014, Nate McFarland announced on the Parachute Facebook Page that he was leaving the band to study Business in University.