Make way for another good-looking couple in Hollywood!

Life & Style can exclusively confirm Dancing With the StarsPeta Murgatroyd is romancing James Maslow of Big Time Rush fame.

“They started dating after meeting through friends recently,” an insider tells the mag.

“He’s super busy rehearsing for his Big Time Rush tour, which kicks off today [Feb. 6], and she’s gearing up for the next season of DWTS. They’re both really busy, but they enjoy each other’s company.”

The handsome duo sparked rumors they were an item after they were spotted dining at Lisa Vanderpump’s restaurant, SUR, in West Hollywood on Tuesday night.

“They made time in their schedules for the dinner, and really hit off,” adds the source.

“It’s going to get serious soon!”

Well, something is definitely already serious – their fashion!

Peta, 27, and James, 23, wore matching leather jackets as they were photographed outside the dining establishment on Feb. 4.

The relationship comes a year after the stunning blonde dated fellow pro-dancer Maksim Chmerkovskiy.

They split in February 2013 after nearly 10 months of dating.

Before that, she called another DWTS castmate, Damian Whitewood, her boyfriend for five years.