Songfacts®:

• "Love You Back" is a heartfelt punch of longing and nostalgia set to a mid-tempo country beat with familiar Lady A harmonies. It features lead vocals by Charles Kelley on the first verse and Hillary Scott on the second before they come together on the chorus.
• Kelley and Scott are caught in the tug of war between holding on and letting go of a breakup. They know the relationship is over, but they can't help but think about the good times they had together. The singers long for the feeling of being cherished, but their reminiscences aren't enough - memories can't love them back.
• James McNair, Lindsay Rimes and Emily Weisband wrote "Love You Back."
  
  After Jason Aldean and Cole Swindell passed on the song, Weisband suggested to Hillary Scott that Lady A might be interested while co-writing with her for another artist.
  
  "When we first heard 'Love You Back,' we knew immediately it was such a great fit for us," said Lady A. "Heartbreak is something almost everyone has experienced and this song describes that experience in a whole new way."
• Dave Haywood's mandolin leads an arrangement that swells through the final chorus. "We were trying to kind of give this a little bit of an old-school Lady A kind of treatment," said Haywood at a secret listening party in Nashville.
• Dann Huff produced the track, as he did on Lady A's 2019 Oceans and 2021 What a Song Can Do albums.
• Lady A teased "Love You Back" during CMA Fest and through social media before releasing it as a single via BMLG on September 22, 2023. They played it for the first time on TV on the September 26, 2023 episode of Today.
• The original idea for the song came from a piece of dialogue Emily Weisband heard on a TV show in which a character admitted to a friend that he couldn't break free from something in his past.
  
  "He said [something] like, 'I'm wrapped up in the memory,' and someone said, 'Well, it can't love you back,'" Weisband noted to Billboard. "I massaged the way that it was set up for the song, but it was just a striking comment. And I remember thinking that is such a simple thing to say, but there's so much to unpack in that. It just felt really achy and longing, and there was just something there for me. So I wrote it down."
  
  Weisband tried to write a song based on the idea in several writing rooms, but it didn't work until she met with James McNair and Lindsay Rimes in Rimes' home studio in the spring of 2023. Rimes came up with a catchy melody for the chorus, and they built a complex chord progression around it. The song has some unusual chords for a country genre, such as minor sevenths and suspensions, that add tension and uncertainty to the sound.
  
  "A lot of that stuff just happens instinctually," said Rimes. "I'd like to think maybe my chord encyclopedia is good, and then, if you can, marry that with the emotion of the song. That's what I love doing in the room."