But one which seems to have caught their eye is Petra Manor, a 12,249-sq ft mansion in Malibu's Serra Retreat community.It was previously home to Mel Gibson and has been rented by Kylie Jenner for £11,000 a night.
Owned by Baywatch star David Charvet, Petra Manor was bought in 2012 before being torn down and completely rebuilt to a high standard by 2014.
The sprawling European-style mansion, which sits in a secure gated community, boasts 10 bedrooms and eight bathrooms.
It has a swimming pool and cabana, jacuzzi and perfectly manicured grounds.
Outdoor entertainment spaces include a fully outfitted loggia with a state-of the-art kitchen.
The property also has tennis courts, a wine cellar and tasting room, theatre room and a large dance studio.
Stay Awhile Villas, which hosts the property, states: "You'll find the Petra Manor embodies gracious hospitality. Multiple bedrooms, suites boast generous lounge areas, with sofas, TVs and fireplaces so that each member of the party can experience privacy and solitude as they wish.
"Ultimately sophisticated. Wildly hedonistic. Quietly contemplative. All would agree, however, that it's a treasure to be fully experienced in its considerable glory."