The fillings used in hasselback potatoes can greatly impact their taste. Simple seasonings like salt and pepper enhance the natural flavor of the potato, while more complex fillings such as herbs, butter, bacon, or cheese add layers of flavor and richness. The choice of filling allows for endless variations in taste, making each batch of hasselback potatoes unique and delicious.