As fast food giant McDonald's struggles to retain customers domestically and abroad, it reported its worst monthly comparable sales decreases in the U.S. and Europe since early 2003, according to a new note from Janney Montgomery Scott.

"Holy moley!" Janney analyst Mark Kalinowski said in a phone interview. "This one is certainly not going to be talked about for decades to come in a positive way."