Taylor Swift reportedly snapped up two New York penthouses for $20 million

A source told Celebuzz that the 'Red' hitmaker began hunting for a house in the city in January and removal men were seen moving furniture into the building, in which Mary-Kate and Ashley Olsen also reside, this week.

New Zealand-native Peter put his apartments in the 11-unit building on the market last May for $20 million and, according to official property records, he finally sold them to a mystery buyer last month.

The filmmaker bought both top floor residences in 2008 for $17.35 million.

He knocked down the walls to create one huge home, with 10 bedrooms and nine bathrooms, and originally listed it as one unit last year.

However after failing to attract a buyer, he separated the space into two properties again and put them on the market for $14.85 million and $5.1 million.

The records show that both homes were sold on the same day for $19.95 million to one mystery buyer, rumoured to be the young country singer.

Another listing in the building sold for $6 million recently but an insider insisted Taylor was not the buyer.

The blonde beauty, who is said to be worth over $220 million, paid $11 million in cash for her mansion in Rhode Island, New England, in 2012.

The impressive property has five bedrooms and was Taylor's fourth home.