Most bottled water comes from a municipal water system somewhere, i.e., is tap water.
Some water supplies have issues with sulfur or algae, so that can be unpleasant if your sense of smell is particularly sensitive. My sense of smell is pretty weak so I drink the tap water most places, while my spouse had an RO system installed in our house due to their sensitivity.