The album is frequently cited as an example of the then-emerging Internet-based vaporwave subgenre, along with works from other artists released by the record label Beer on the Rug. Prior to Floral Shoppe, Ramona Andra Xavier had previously produced other releases under multiple pseudonyms, including Vektroid, Laserdisc Visions, dstnt, and New Dreams Ltd. Adam Harper of Dummy, in an article about the vaporwave culture, described the album's content as "chopped, glitching and screwed adult contemporary soul alongside twinkling spa promotional tunes."
