Yes, peonies do best in rich, well-draining soil with a pH level between 6.0 and 7.0. You can amend the soil with compost or well-rotted manure before planting. Fertilizing peonies once a year in the spring with a balanced fertilizer (10-10-10) can also help promote healthy growth and abundant blooms.