Kaghlu Guzlu is a village in Qeshlaq Rural District, Abish Ahmad District, Kaleybar County, East Azerbaijan Province, Iran. At the 2006 census, its population was 348, in 72 families. The village is populated by the Kurdish Chalabianlu tribe.