I removed some stickers from my wheels, and they left behind some adhesive. My wife suggested some Zippo Lighter Fluid, but it didn't do all that much to remove the adhesive.

What other chemical could I apply to this adhesive to get it off with the least amount of scrubbing needed to clean the sticky adhesive off?