Nassau County capes, ranches, and village two-families were built with oil heat. A cold-climate heat pump, ducted if the ranch has runs, ductless if the cape does not, is the usual swap.
Ask for a heat pump sized to keep your home warm on the coldest usual winter day. The price uses the NY and utility programs your address qualifies for. No sales call, no information sold, no pressure.