auto zone has the castrol concrete cleaner or castrol super clean or oil eater (that's the brand name) pour it on, wait a min or 2 (using a push broom helps it go faster & look better) then hose it off.
The oil eater dtuff mentioned above works really well. I saw my lil brother using it at the Jiffy Lube where he used to work and was pretty impressed with how well and fast it worked.