Limescale removal in bathroom (not tiled)
You need to use a product with an acid that dissolves minerals found in hard water. Cleaners with phosphoric acid and newer products supposedly more environmentally sensitive with formic acid work nicely.

I think all of them will recommend rinsing, if for no other reason than to flush away the dissolved limescale.