Bottled water tastes better if you shake it up before you drink it. That aerates it and cuts down the staleness. It doesn't eliminate the sweetness that comes from the plastic bottle, though.
After the shaking, I estimate it tastes about 30% as good as my tap water. (We have nice water.)