Musa Barrow scored his first Serie A goal as Atalanta took a step closer to securing Champions League football next season.
Timothy Castagne doubled the hosts' advantage over struggling Genoa in the second half. Goran Pandev scored a minute before the end for the away side.
Atalanta are six points ahead of AC Milan and Roma who have a game in hand and sit fifth and sixth in the table respectively.