[1][2] The album's title comes from the band's relationship with their fans, and how music "has a beautiful ability to bring people together and raise their spirits regardless of what else is going on either with them personally or in the world".

Compared to the band’s earlier releases, Uncommon Good was crafted as a body of work, and less as a collection of songs.

[8] The album was mixed and executive produced by Neal Pogue, who is known for his work with acts like OutKast, Lil Wayne, Earth, Wind & Fire, Snoop Dogg, Nicki Minaj, and Aretha Franklin.

[9][10] When asked about the record's theme, Ferraro remarked, "The album ended up accidentally being the roadmap of our growth and change.

It starts with a playful side from our days fresh out of school and ends on some more introspective tones as we tried to figure out the real world.