They advertise the Gallileo to be complient with almost all of the existing shields
Hardware compatiable maybe, but even that is a bit of a lie given the slow I/O speed.
But software compatable it can never be because the underlying hardware is different.
In the UK we have the "Trades Discription Act" which means they can't lie in an advert, so they can't say that here.