I think the coffee liqueur used is very important in driving the flavor - I used Borghetti and appreciated the earthy and mild bitter espresso with the rum notes, but it was a bit sweet and the port was hard to find. Maybe Mr. Black to dial back sweetness. Other comments suggest use of bitters - I think chocolate would fit nicely, and perhaps black walnut.