Products like Bio-Clean can completely remove water spots from shower glass, but it may take a large amount of elbow grease. Apply the product to a microfiber cloth or the soft side of a blue sponge. Move the cleaner around in small circles while applying pressure. Then, wipe off the cleaner to see the results. Keep rubbing until the water spots are gone.