Online stores cover their asses and mention "No price is guaranteed" or something similar in the small print. One time a site had a gig of Kingston HyperX ram Dual channel(the decent kind) for $30. I ordered it and before it could be shipped next morning since it was ordered at like midnight, they cancelled it
But sometimes if your lucky, they will not notice it in time and when item ships, they are S.O.L