I would not use soap on anything you brew with. Most soaps are oil based and oil can cause beer to have very poor foam retention. With PBW or Oxi-clean, it's doing everything the soap would be doing, but more, and better.
I used to use soap on all of my gear, and I do mean all. I was talking...