In a large mixing bowl, mash up the artichokes. Mix in the goat's cheese followed by the cream cheese. Mix in the parsley and chives then season to taste. Add a splash of lemon juice and mix well. Spoon into an ovenproof bowl.
Bake in the oven for 15 to 20 minutes until heated through. Remove from the oven and serve warm.