As I understand it, the primary "GVG" mechanic is to formally announce a raid on a civ. This will, presumably after a delay, convert the City Zone into a Siege Zone and start a fight.
I don't know what the rules are of this fight, but I presume if the attacking guild wins, then the captured civ becomes their Guild City, and if they lose then there is no change in governorship.