That's been my experience, especially using Ospho, still smooth, but removes shine. Stronger phosphoric acid baths will etch deeper and rougher. This is all on plain or carbon steels. Doesn't work on stainless steels, at least not the Ospho; There may be industrial processes that can alter stainless finishes.