Soil samples are crucial in determining the nutrient composition of the soil and identifying potential deficiencies. By analyzing soil samples, gardeners can determine the pH level, nutrient content, and the need for additional fertilizers or amendments. This information helps in developing a targeted fertilization plan to provide the proper nutrients for optimal plant growth.