Dead or Alive's singles started charting on the UK Indie Chart, beginning with 1982's "The Stranger" reaching No. 7 on that chart. This prompted major label Epic Records to sign the band in 1983. Their first release for Epic was the single "Misty Circles", which appeared at No. 100 on the major UK Singles Chart in 1983. At this point, the band was a five-piece consisting of Burns, Mike Percy (bass), Tim Lever (keyboards/sax), Steve Coy (drums), and Wayne Hussey (guitar). Two more singles, "What I Want" and "I'd Do Anything", attracted club play, but mainstream success continued to elude the band.