The real estate photos show a modern property that showcased a courtyard, a zero-edge infinity pool, olive trees, and a fire pit.
Inside the house, there are five bedrooms, seven bathrooms, a library, a bar, a wine cellar, and a home theatre.
While it is yet to be determined if the newlyweds are moving in together, they where spotted together in the city.
Recently the couple have been spending a lot of their time on the East Coast in New York City, where Bieber has been getting treatment for his depression.
Earlier this week, People reported that Bieber had therapists in both cities.
"Justin is still receiving treatment on both coasts, but is doing okay," a source told the outlet. "He is very, very focused on getting better. He wants to be in a great place for his own and Hailey's sake. He is still confident that he will get there."