In test after test folks can't tell the difference in Pepsi or Coke, yet most Coke and Pepsi fans (myself included) swear that they can tell the difference.
We used to have a rule at our office that anyone traveling to California MUST bring back See's.
I gladly pay more for Coke than store brand cola which is probably stupid, but I do and should know better. That is the moat.