You can but make it a weak mixture. Normally I just use old motorcycle/car oil from an oil change and some clean rags. The oil gets in all the nooks and crannies but also helps when used on rags, to clean the dirt off. When finished the chain is clean and well lubricated in all the right places. Don't go to heavy on it though or fling will cover the back of your leg