Walmart offers the South Shore Smart Basics 5-Shelf Bookcase in Chocolate for $43.89. Order via pickup to cut the price to $40.99. That's the lowest price we could find by $3, although most merchants charge $70 or more. It measures 30.75" x 11.5" x 71.25".
Update: The price has dropped to $40.99 before in-cart discount, $38.09 after.
South Shore Furniture offers its South Shore Furniture Cookie Changing Table/Dresser in Chocolate for $123 with free shipping. (You'll need to select this color to see the price.) That's tied with last week's mention and the lowest price we could find $5. It features two drawers, a removable top, and chrome handles.