How to find name brand wholesale cleaning products in the Maryland area.?

HI,

I"m trying to find a way to buy a few general cleaning products cheaper than like at a Walmart? For example, Windex at Walmart is $2.37. Is there such a wholesale place people can go to buy cheaper?

Thanks

tried the yellow pages?