I use a product called Soilove with good results. It may work for you. If you have a 99 cent store around you, that is where I find it. It can also be purchased on Amazon by the case and some have said they found it at Longs Drugs.
I have also heard good things about Fels-Naptha, which comes in a bar but I haven't tried it before.