I disagreed with nearly everything I ever heard Marissa say related to design, especially her over reliance on A/B testing to inform design. I think she is one of the main reasons Google products tend to feel like they are designed by engineers.
It can help you find local maxima, but not the global maximum you are (or should be) looking for.