Been visiting Italy yearly since 1996 and always drinking the water, brushing teeth with tap water, etc. Not sure where the concern is directed. That said, though, it's as easy there as it is here to walk into a shop selling cold drinks and get a bottled water if you want. But I truly would not be concerned.