Trader Joe's Vanilla Overnight Oats Ingredients The new Trader Joe's Vanilla Overnight Oats is made with only five ingredients: unsweetened almond milk (which is made with water and almond butter), rolled oats, dates, vanilla extract, and sea salt. It's gluten-free, free from sugar, and vegan! Image Source: POPSUGAR Photography / Jenny Sugar