to make an espresso martini with baileys, all you have to do is switch out the kahlua for baileys. in today's recipe, the espresso flavor is definitely there, but it's not as strong as in the traditional espresso martini. if you want a stronger coffee taste, you should really use a bit of kahlua instead of all baileys.