Willow Grove, Pennsylvania. Willow Grove is a census-designated place (CDP) in Montgomery County, Pennsylvania. A community in Philadelphia's northern suburbs, the population was 15,726 at the 2010 census. It is located in Upper Dublin Township, Abington Township and Upper Moreland Township.