The Nigeria international has informed Atalanta management he intends to leave at the end of the season.
The former Everton and Fulham winger has been linked with Barcelona.
However, a return to England could be on with the Gunners keen, says Sky Sports.
And a move back to London could tempt Lookman, who is also interesting Arsenal's Champions League semifinal opponents PSG.