Extracted olive oil having extremely less olive smell and excellent skin permeability, and having an extremely higher antioxidative property than that of common olive oil. Also provided is a method for producing extracted olive oil including: crushing olive fruits and olive leaves; and producing the extracted olive oil from an obtained paste-like matter, where the olive fruits and the olive leaves are lactic fermented before or after the crushing step or during the crushing step.