They even make ones that use superglue that you brush onto the dog pads then you dip them in some sort of a grip mixture. They say these are "veterinarian approved" but this seems a little bit scary to me and the Amazon reviews are all over the map...
https://www.amazon.com/PawFriction-Traction-Increase-Your-Quality/dp/B075XT2H5F