Home Depot takes up to 40% off a selection of home furniture. Choose in-store pickup to avoid oversize shipping fees, which start at around $55. (Some items receive free shipping, as noted, and smaller items priced at $45 or more also ship free.) Discounted items include beds, benches, bookshelves, desks, hutches, sofas, tables, and more.