The study looked at what types of people are most likely to choose alternative fuel vehicles in Germany. Younger, educated, and environmentally conscious buyers who can charge their cars at home and drive in cities are most interested. Many households are willing to pay more for fuel-efficient, eco-friendly cars with better range and charging options, as well as perks like tax breaks and free parking. Despite this interest, traditional cars are still more popular. Increasing the range of electric vehicles could make them more competitive in the market.