One problem is that Chrome is not open source - Chromium is. But 99% of people use Chrome, and there is no way to build Chrome from source to be sure what code is running.
We have to take Google's word for it that Chrome is identical to Chromium as regards privacy, and as others stated, Google's business interest is clearly to track user information, not to respect their privacy.