As the amount of money being circulated in the United States stock market increases, investors are presented with more opportunity to make a profit. Previous studies contradict one another on whether or not pattern recognition can yield above-average risk-adjusted returns in the market. The current study examines whether or not the Stock Broker's Almanac list of hot months can be implemented to identify a consistent pattern in the stock market. The numerical values collected for the stocks were tested and analyzed to determine whether the use of hot months is a profitable investment strategy in the stock market. Results indicate that seasonal investing may in fact be a successful strategy if properly applied to the United States stock market.