ive heard peonies take several years to bloom after being split up. maybe your neighbors have some magic formula for getting them to bloom so quickly...? we divided our a few months ago, first time ever and its going on 12 years old, and we only have one bud. give it time. along with lots of sun and lots of alfalfa meal!
