Water is actually not very conductive at all which is why you need to install ground links if you break into an existing grounded pipe.

And the purpose of grounding the pipe isn't to use the pipe as a ground (some very old electrical setups may have done this), it is to prevent the pipe from getting energized by a wire or something resting against it. If the pipe is properly grounded, that'll short out a breaker.