Some outlets suggest that waiting for holiday sales, such as Black Friday, may not be the best strategy to save money. Certain items, like mattresses, may be discounted during other times of the year, such as the Fourth of July. The best time to make purchases to maximize savings appears to be a topic of debate, with different experts weighing in on the optimal time to buy various products.