Bieber was cruising Rodeo Drive in his car when he caught a glimpse of Jacqueline Younis who was in the middle of a photo shoot for Festoun clothing, reports tmz.com.
Bieber asked his driver to stop the car and called her over to his window to appreciate her looks before asking her for a photo.
He told Jacqueline, “You look like Princess Jasmine,” before asking her to take a picture with him.
The duo was also about to exchange numbers, but they were interrupted by paparazzi and fans.