What recourse do you have when a retailer provides false information about a product?

I bought something from an online retailer and the quantity at the time specified 5000 units, however they shipped only 2000 units and later altered the website. My receipt still says 5000 units and their customer service says they'll only refund the money. Is this the best I can hope for?