If the menu is completely devoid of any other lobster dishes, it's a good indicator that there are no leftover shells in-house to prepare a proper stock.
Using a stock made with the crustaceans' shells imparts a delightfully complex brine to the bisque — as if you could taste the air off the coast of Maine.