Costco has a very generous return policy. Customers are allowed to return anything they don’t like within 30 days. Another good option for buying cheap furniture is World Market. This popular home decor and furniture store is well-known for its affordable prices. You can find mid-century modern chairs for less than $100 and mahogany accent tables for under $40. You can also buy a farmhouse media stand for under $200.