The premise of a web search for "best Chicago restaurant" to provide valid results is flawed. "Best" is undefined and means different things to different people, maybe even different things to the same person at different times.

A perfect Google could show the following instead: ...Did you mean: "Chicago restaurants ordered by their number of stars in the Michelin guide", "Chicago restaurants that your friends like"