With the mixture on medium speed, stream in the oil and vanilla extract. Continue to mix the batter together for one additional minute. Scrape the sides and bottom of the mixing bowl as needed.1 cup (240 ml) neutral baking oil, 1 teaspoon vanilla extract. On low, whisk in the dry ingredients, alternating with the orange juice in this order (dry, orange juice, dry, orange juice, dry).