Bio-based fuels and additives are already commercially available and widely implemented in the automotive industry. Ethanol and biodiesel blends are common in many countries, and bio-based additives are routinely used to improve fuel performance and reduce emissions. The adoption of advanced biofuels and next-generation bio-based additives is growing, driven by government mandates, environmental regulations, and consumer demand for more sustainable transportation options.