Keep in mind that the flavor and essence of the vanilla are vanillin seeds. Because of this, it is essential to cut the vanillin seeds thinly.
In addition to that, you want to make sure you have a plump bean with thin skin. Also, you want plenty of seeds with a bit of moisture.