That is how I would write the sentence. And I understand it is a noun, not a verb. Can we use a verb: search? Would you tell me what is wrong with the sentences below.
When Nancy entered American Apparel's "Next BiG Thing, which searched for a plus-size model, her goal was to ......
When Nancy entered American Apparel's "Next BIG Thing, which was