Spanish midfielder Alberto Zapater netted a free-kick after just four minutes and Giuseppe Sculli doubled the lead on 39 as he volleyed in a cross from Nenad Tomovic.
Zapater also deflected the ball onto the bar in the 70th minute as Genoa warmed up for next weeks' trip to Valencia, who were held 1-1 away to Lille in their opening match.