Prohibition made alcohol illegal but it didn’t stop alcohol from being sold and distributed. Illegal producers like moonshiners sold their product to illegal distributors like bootleggers. And as it shows you in the book people thought Gatsby was a bootlegger as well. And there was an obscene amount of alcoholic beverages at Gatsby’s infamous party. So that rumor is a believable one in a sense.
The Great Gatsby News 