Aug 23, 2016· How to Shop for products in the Supermarket: Extra Olive Oil. The different flavor profiles that a topquality extra olive oil can have (spicy, floral, nutty, fruity, buttery, herbal) can only be judged on the nose and the tongue, not with they eye. A good olive oil will always taste "clean" and "fresh" on your palate,...