The Mirror reports that Wenger has been tracking the Spain Under-21 star for the past year and has already held talks over a move.
Wenger would like to sign the 24-year-old midfielder in the January transfer window.
Granero has fallen out of favour at the Bernabeu in the past two seasons, but Real Madrid may want to wait until the end of the season before selling the midfielder.
