Absolutely - I would say in every single English speaking country, "gut feeling" is used and understood.
You can also say that you "have a hunch" which means the same.
Tom
13 มิถุนายน 2015
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A "gut feeling" is perfectly correct and idiomatic in U.S. English.
It is slightly informal; a more formal word would be "intuition."