Olive oil for Getting Rid of Wrinkles on Lips. Olive oil is one of the simplest home remedies for removing lip wrinkles. To use olive oil as a wrinkle fighting lip moisturizer, simply smooth 2-3 drops of virgin olive oil in the palm of your hands and gently pat onto your skin around lips.