I'm not sure it's the surveillance that makes Google earn so much. I would think the main reason is that search traffic is so valuable to advertisers.
Tracking Google Maps journeys, YouTube, Google Analytics across most of the web, a major portion of global email communications, Hangouts, Google Drive, etc, the list goes on and on.
Immensely valuable data that is able to predict trends and behaviour of both businesses and people in many instances