For years that is all I ever used, was the wal-mart distilled water for my water changes, I now have an RO installed, but when I go on vacation, I still buy the Wal-mart water to make top-off easier for who ever is taking care of my tank.
I've never had a problem with it, and you can't beat it at .63 cents a gallon.