Survey participants were asked which attribute (i.e., merchant’s rating, price, or other attribute) they would most prefer the list of online mer- chants in the search results to be sorted by. Approximately, 57% indicated “merchant’s rating” while 41% replied “price.” Among the 2% that responded “Other,” a few participants would like a nested order—price and then ratings, or vice-versa.