The Great Gatsby is a great American novel so I'm guessing you're missing something, though I've not read it myself, so I'm not really in a position to comment!
Well it was a novel that 'captured the spirit of the age in which it was written', however as far as I'm concerned it didn't do anything within this setting that was particularly interesting. Perhaps that's the point though, the 1920s was all style, no substance?