The Spanish side wants Gerets to replace Manolo Jimenez as coach at the club, according to Sport.
Gerets’ contract with Marseille expires at the end of the season.
He told the Belgian paper La Derniere Heure: “I am an adventurer who likes to discover new horizons, like Italy, England or Spain.”
“Sevilla is a pretty and sunny city with a great club.”