The Spanish side are ready to offer Rafael van der Vaart or Fernando Gago as part of a deal for Gerrard, according to the Daily Mirror.
Real Madrid manager Jose Mourinho is keen on signing Gerrard this summer after twice failing to sign him while in charge at Chelsea.
Mourinho believes Gerrard would be interested in a move to Real Madrid.