Anthony was the son of unknown parents. The date and place of his birth have not been found.
His wife was Angela Maria Madalena Visocchi, who he married in 1985 in Kirriemuir. Their two known children were Nicola Louise Visocchi (c1986-?) and Ben Anthony Visocchi (1988-?).