Native to Caribbean, Mexico, and Central and South America, Annatto is now cultivated in many tropical regions throughout the world. Used predominantly as a coloring agent in many world cuisines, it has a dry, earthy, and mild flavor. Create your own achiote paste or use as a replacement for saffron in dishes where vibrant yellow color is desired.