Since when does a coffee shop have a 10% success rate? According to a large study by the Speciality Coffee Association of America, independent coffee shops in the US have a 90% success rate. Perhaps the author mistakenly assumed coffee shops have the same market dynamics as a restaurant, but coffee is low-staff, low-overhead, and high-profit. So long as people are walking in the door, you'll do okay.