Mineral spirits (paint thinner) worked for me. I wrapped the bars with paper towels, and soaked it for a while. It was still slow to remove. I think I used a nylon scrubber, too. But test it first.
Or try your goo gone again, but put plastic wrap over it and let it sit for an hour.