Thermoelectric nanomaterials hold the potential to revolutionize energy harvesting and waste heat recovery. Traditional thermoelectric materials have limited efficiency, but nanoscale engineering can significantly improve their performance. By reducing dimensions to the nanoscale, it is possible to enhance the power factor and reduce thermal conductivity, thereby increasing the overall efficiency.