Another winter like this one and I'm seriously thinking about putting in one of these solutions for ice dams:
The gutter helmet people sell a heavier duty solution for about $1000 on my modest sized home, but that wouldn't include the electrical hook-up.
However, I have enough electrical know-how to do that part myself.