There are a number of olive oils with similar names, such as “Lite Olive Oil,” “Light in Taste Olive Oil,” and “Mild in Taste Olive Oil,” but all refer to a highly refined oil with very little flavor. Olive oils in this group are very popular among consumers who are looking for an all purpose olive oil without a strong flavor.