Public Policy Polling asked Democrats the same questions. Nineteen percent of those polled said they would support bombing Agrabah, and 36 percent said they would oppose it.

"We asked the question of all voters. We're not just trying to expose Republicans. You can see the results for Republicans and Dems together," Jim Williams, a PPP spokesperson, told Yahoo News.

Additionally, one in four of those polled by PPP said that Islam should be illegal in the U.S. and that they support the US policy of Japanese internment during World War II.

Williams told Mashable that the company got the idea to include the question on the political survey after watching the GOP debate on Dec. 15. An overwhelming focus on the Middle East and the threat posed by radical Islamists encouraged them to include the trick question.