Geeseytown is an unincorporated community and census-designated place (CDP) in Blair County, Pennsylvania, United States. It was first listed as a CDP prior to the 2020 census.

The CDP is in central Blair County, in the western part of Frankstown Township. U.S. Route 22 passes through the community, leading southwest 3 miles (5 km) to Hollidaysburg and northeast 4 miles (6 km) to Canoe Creek. Geeseytown is on the north side of the valley of the Frankstown Branch Juniata River, one of the main headwater branches of the Juniata River which leads east to the Susquehanna.

Demographics

Historical population

Census	Pop.	Note	%±
2020	107		—
U.S. Decennial Census