I just went through my last two months of Google Web History, and I can tell you, it doesn’t reveals anything that anyone that know me doesn’t know. The fact is that every day web searches are not as interesting as the ones in the ad.
Most of them in my case are software development-related stuff. Before being so afraid of “the power that google has” just check you history: it’s less frightening than what commercial made you believe.