Peparaio has a small stock in Città della Pieve in Perugia, it should derive from a nickname originated from the trade of pepper merchant, probably done by the progenitor.
Bibliographic source' "L'origine dei cognomi Italianim storia ed etimologia" di E. Rossoni disponibile online su: https://archive.org/