Another option for geraniums is to move them to a cool, dry place for the winter (a basement window or climate-controlled garage window can work well), then cut them way back, decrease water substantially, and allow them to slow way down until Spring. When the daylight hours start getting longer, you can fertilize, increase watering, and eventually begin transitioning them back outdoors.