The review-based site tells visitors that the Pot Still is the best place to eat in a city that is home to scores of top restaurants.
More than 90 customer reviews have elevated the Hope Street bar to the top of the list.
However, the owner of the pub says he wants the accolade removed because diners may be expecting a fine dining experience.
Frank Murphy, 37, said: "It's lovely our customers have given such glowing reviews but the other night a lady called asking us about our menu after seeing us on TripAdvisor.
"When I read out what we have on our board it was clear she was looking for a Gor-don Ramsay experience - not soup and a pie."
The bar sells more than 566 different types of whisky.