Welcome Zakary. Peonies tend to not like being over fertilized and it can actually be a detriment. I tend to add compost over the top of my peonies in the fall and recently began using Azomite around my peonies, every 2-3 years or so, 1/4 cup mixed in the top soil carefully around the plant.