The Gulf Coast state that is home to the famous "Pensacola Beach" is Florida.

Pensacola Beach is located on Santa Rosa Island off the coast of Pensacola, Florida. Pensacola Beach is known for its beautiful white-sand beaches and clear blue waters, making it a popular attraction for tourists. The other states listed—Texas, Louisiana, and Alabama—do not have Pensacola Beach.