In a statement, Goulding said, "The song is about losing yourself on your own, not needing to be seen, knowing that the one that got away could be just as happy as this too. The main concept is dancing on your own not needing to be seen. It seemed only right to make a tune together at a time where we all need to dance and be free, even if just in our kitchens." In another statement, Diplo said, "I'm always stoked to get back in the studio with Mark. We've been constantly trading ideas since the start of Silk City and finally found the time to bring some of them to life. We came out with this classic house record and Ellie was kind enough to lend her voice to it." Mark Ronson also said, "I love the music that comes out when Wes and I get together. It has a joy to it that's different from everything else I work on. I've known Ellie for over ten years, and it's great to finally get to make something together. Her voice has such a pure tone that cuts through everything."[2]
Music video
A music video to accompany the release of "New Love" was first released onto YouTube on 22 January 2021.[3] The video was directed by Ana Sting.[4]