After testing Deo-Go, folks at Thrillist.com tell everyone to Swat the Sweat at getDeogo.com:

Rid your shirts of hideous pit stains with this specially-formulated concoction, which when sprayed on and scrubbed into an affected garment then put through the wash will remove sweat and deodorant buildup, restoring clothes to their “original appearance”….