The song was performed on record by the band comprising Mark E Smith (vocals), Brix Smith (guitar, keyboards), Craig Scanlon (guitar), Steve Hanley (bass), Simon Rogers (bass, guitar, keyboards), and Simon Wolstencroft (drums). The record was produced by Ian Broudie.[1] It was described by Ned Raggett at Allmusic as "initially strange in its bright warmth, but [it] turns out to be a perfect little pop winner while not compromising what was core about the group.... It might have seemed a long way from the Fall's beginnings, but it was still Smith's show all the way, even with Brix adding some sparkling backing vocals at the end."[2]
"Hey! Luciani" was the second Fall record (and their first original song) to make the top 75 of the UK singles chart, following their version of The Other Half's "Mr. Pharmacist" earlier in 1986.[3] The song was included on several Fall compilation albums including the 2004 album 50,000 Fall Fans Can't Be Wrong.[1]