The song features Charlotte Sands and Adam Lazzara of Taking Back Sunday.

"[7] O'Callaghan also stated while writing "Loved You a Little, he wanted Adam Lazzara on the track and even wrote his parts before he could say no.

"[7] Charlotte Sands who was also featured on the song, called it an "honor" to be a part of the track and collaborating with the Maine and Adam Lazarra, who she cites as her two biggest inspirations.

[7] The band teamed up with Alternative Press and released a limited edition red heart flexi-disc single of the song in April 2022.

[10] Tamara May of Wall of Sound stated that the track, "will no doubt pull at your insecurities and emotions over that last situationship that had you overindulge just a little too much."