Is This Justin Bieber's New Girlfriend?

Attention, Justin Bieber fans! Your favorite boy in the whole wide world was spotted leaving The View and heading to lunch at Boston Market with a mystery woman in New York City. And by mystery woman we mean LUCKIEST. GIRL. EVER.