Yes, olive oil can be adulterated, often with cheaper oils like soybean or sunflower oil. This not only affects its nutritional profile but can introduce allergens or other undeclared ingredients. Adulteration is a significant concern in the industry, prompting regulatory bodies to establish rigorous testing methods for authenticity verification.