The store is under no legal obligation to sell it to you, just like you're not obligated to buy it for that price. Depending on the situation, that might be false advertising they could get in trouble for, and obviously you're not committing a crime if you don't know the real price, but if someone says "oops, that's a mistake", and you take it anyway and give less money, that is theft in most states.