Instruct: Classify Amazon reviews into positive or negative sentiment
Query: Annoying characters, too much detail

This is the first book I've encountered by this author, and I can say that I won't be looking for her other works. The characters were condescending, and frankly, the characters who were supposed to be "cool" reminded me of the socially inept people you desperately try to avoid at parties. The dialogue didn't come across as spontaneous at all, and the plot was very predictable. Goldsmith includes too much detail in her descriptions (e.g., do we really need to know every facial movement each character makes?), which makes the story drag. Although I like the idea of a male version of the makeover story, I was deeply disappointed by this book.