Other locations in the running include Costa Rica, Cancun, Jamaica and Hawaii.
Readers have until March 17 to cast their vote.
This comes as the island was recently named a top 10 U.S. destination on the rise by Trip Advisor.
The city's visitor's bureau points to new attractions, like the Gulf Coast's tallest zip line, for bringing in more tourists.
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