In an attempt to detect and analyze “fake news in two controversial Canadian news media outlets, (Global Research and Rebel News), this paper examines methodological challenges in fact-checking on top 400 news stories shared on Twitter and Facebook, finding that 71% contained false, misleading, or doubtful information. The study demonstrates that audiences engaged most with stories about politics, internal order, human interest, and international news.