Well said T, though you don't mention the difficulties in actually designing the experiment so that the data collected isn't itself flawed or could be said to be by those who don't wish to accept the results whichever way they fall.  Or that even if the null hypothesis is rejected, such a result only tells you that a difference could be heard between two specific products and not which is better.