For what it's worth, here in OZ some of us use "Gumption cleaner". It's a mildly abrasive household cleaner that rinses out / off with water.
To be fair, some use various grits of lapping compound be it a diamond or carborundum grit.
Personally, I use the Gumption cos I'm cheap and it's in the...