Deafheaven's Lonely People with Power follows the band's 2021 album Infinite Granite and is the band's first release on Roadrunner Records. The album was produced by Justin Meldal-Johnsen, who also produced Infinite Granite. The lead single from the album is "Magnolia," accompanied by a music video directed by Sean Stout and Chelsea Jade.