The 22-year-old has previously been linked with the Ligue 1 giants, while Premier League club Brighton were also keen to sign the Frenchman during the last January transfer window.
Marseille are looking to sign a striker this summer, and they have cast their eye on Dembele after failing to land Mario Balotelli.
The report claims that the French giants are set to to test Celtic with a £13.