Good work! A complaint to the FDA clearly is appropriate.

I get my olive oil at Aldi. Here's what it says on the label of my current bottle of Carlini brand:

On the front: Carlini Extra Virgin Olive Oil
On the back: Ingredient (note that it's singular): EXTRA VIRGIN OLIVE OIL (It goes on to note that it's a product of Spain and Tunisia.)

That's it.