Not all olive oils are created equal, even Extra Virgin Olive Oil. Sometimes other oils or substitutes are added as fillers which can be rancid as well. The test: put the bottle of olive oil into the refrigerator for 8 hours. If the oil gets solid, it’s good. If it doesn’t, it is mixed with something else. Tip: Look for Organic, Cold Pressed Extra Virgin Olive oil.