Quick Answer. Visually, potassium nitrate (KNO3) and potassium chloride (KCl) may be difficult to differentiate because they both appear as colorless or white crystals. However, the two compounds may be distinguished from each other by conducting chemical processes and laboratory tests to check the physical properties. Keep Learning.