The couple, who tied the knot in a private California ceremony last month, recently returned from an island-hopping excursion to French Polynesia.
Rue told US Weekly of the getaway: "We went to Moorea which is a small island off the coast of Tahiti, and then we flew to Bora Bora, which is another island.
"We had an amazing time. We snorkeled, we lived in a hut overlooking the water for two weeks. It was awesome."
Shedding It For The Wedding host Rue also told the publication that she truly believes that she has met her match in Price.
"He's my best friend. He's really supportive, and he's always in my corner. I couldn't have asked for a better husband," she said.
Rue was previously married to director/writer/producer Mischa Livingstone in 2001. The pair divorced in 2007.