Interestingly enough the biggest threat to Big Lots, could be Overstock.com; which can be considered Big Lots’ closest competitor. Like Big Lots, Overstock has seen steady revenue growth in recent years. The online close out store’s revenue grew from $1.554 billion in March 2015 to $1.673 billion in March 2016.