The record, which Got7 worked on during the Keep Spinning World Tour, ideally serves as a continuation of their previous Korean EP, Spinning Top: while in the latter the group expressed their insecurities, Call My Name tells how hearing the fans call "Got7" calmed their anxiety and led the septet to find its true value by realizing that it can shine on stage.

[13] The song is dedicated to fans and, expressing thanks and apologies to them,[10][14] contains the emotions felt during the Keep Spinning World Tour by hearing their cheers.

[16][17] "Run Away" is about wanting to escape the city to go to a better place,[17] while "Crash & Burn" has an energy similar to "Hard Carry".

No longer are they the young boys that are chasing after girls in school, but are grown men going through the motions of deep relationships and heartbreak".

[18] At the end of 2019, "You Calling My Name" ranked sixth in Billboard's "25 Best K-pop Songs of 2019" list, which described it as "captivating and impactful" and noted how it matched the group, making use of each individual members' strengths.