In 1860, Geisiškės was briefly described by Władysław Syrokomla in his ethnographic study of the environs of Vilnius city.

He writes: On the right, Geisiškės estate with a nice manor with Neo-Gothic features is seen – property of Dukes Giedraičiai.

This manor as well as neighboring Europe estate now belongs to the Jesuits.In the early 19th century, the first wave of Slavic migrants came to Geisiškės, who established an Orthodox community in 1839.

These settlers came to Brest in the second half of the 19th century from Volhynia, Ukraine, but in 1900 Nicholas II of Russia ordered the construction of a new artillery bombing range for Brest Fortress, thus inhabitants of nearby villages had to be resettled.

During the Soviet period, local kolkhoz was rich and advanced, compared to others and shown as exemplary.