High-efficiency synthetic fuel production using high-temperature geothermal energy to make molecularly-pure, carbon-neutral drop-in fuels (diesel, gasoline, kerosene) at lower cost than fossil fuels. Scalable modular production system combining advanced fuel-synthesis chemistry with low-cost thermal and electrical energy to enable seamless substitution for existing engines and fossil-fuel infrastructure.