Have you ever cleaned motor oil from a driveway?

When the guy arrived to service our furnace yesterday, he parked in the driveway. Now there’s an oil stain about 16 inches wide.

The kids use the driveway all the time for activities and just sitting around. I have to get rid of this oil. Immediately after seeing the stain, I ordered this stuff. But I’m interested to hear if anyone’s had any experience with removing oil from pavement. If so, what did you use?