No, a Tetra water conditioner like AquaSafe will not soften your water. Hard water is characterized by the presence of the minerals calcium, magnesium carbonate, bicarbonate and sulfate. Many fish actually benefit from having some of these minerals in their water and may suffer if they’re removed. A Tetra fish water conditioner is designed to remove chlorine from your aquarium water—which can be highly toxic to your pets.