Justin Bieber, the "Heartbreaker" singer, may have a new girlfriend in 2013. Selena Gomez' ex may be dating model Ashley Moore after the two had a romantic lunch following Biebs and Ariana Grande hooking up rumors.

According to Styleite, the 19-year-old star had a lunch date with the curly-haired model, 20 at French restaurant Bouchon in Beverly Hills on Tuesday.

They rode together in his new Ferrari, where cameras caught them looking cozy. Moore, who is represented by Nous Model Management in Los Angeles, appeared to be happy with the singer.

Moore reportedly met Bieber through his friend Lil' Twist and even spent the Fourth of July with him, according to E! Online.

Gomez was supposedly at the same holiday weekend party, too. But it looks like Bieber is not thinking about the "Stars Dance" performer at the moment.

His attention is focused on Moore, who just stepped on the scene, but is making a name for herself.

The model is still a fresh face in the fashion world, only having worked professionally for the last 6 months. But the North Carolina native knows what she wants and enjoys life.

"I go to the beach a lot or I like to write," she said in a Miss KL blog interview in February. "I'll go to UCLA gym from time to time to just play [basketball] but modeling keeps me pretty busy."

For photos of Moore, click HERE.

And tell us what you think about the Biebs' latest lunch buddy in the comments section below!