Add peanut butter, avocado oil, coconut sugar and vanilla to the bowl of an electric mixer and mix on medium speed until well combined. Slowly add in eggs, one at a time; beat again for one minute until batter is smooth and creamy. Pour in almond milk and mix on low speed until combined.