Perhaps the greatest challenge facing McDonald's is consistency. Even in Chicago, there are good McDonalds and bad ones. A lot of it comes down to staff experieince, training and attitude. Some just slap together the food, some take pride.
Some regional differences also exist, mainly the differences between the region's food quality (eg Paris versus London).