Yes, a bow sight level does matter. The purpose of the bow sight level is to ensure that your arrow will fly straight and true. The more accurate the shot, the better your chance of hitting your target. A bow sight level also allows you to make adjustments to compensate for any inconsistencies in your equipment or environment.