It is not available through Samuel French, though they do sell the Libretto and the Vocal selections. Under the price, it says "Licensing not available through Samuel French".
Just for your informtion, this is because Avenue Q sells its libretto for entertainment purposes and Samuel French in addition to listing all of its titles lists most plays that you can buy online.