Add both the juice and zest of one lemon and the egg to a food processor. Process until smooth.
Pulse in the tarragon leaves, salt and black pepper. Then, slowly and gradually pour in the oil in while processing. The mixture will emulsify into a thick and creamy aioli.
Store in a glass jar and keep refrigerated up to 2-3 days.