There are a number of startups providing these services (some of them have gone through YC I think?). It's now so common that you just have to assume that if your phone is broadcasting anything at all, including looking for a WiFi network to join, that your location is being tracked and sold for competitive analysis by corporations.
The other possibility here is tracking via geolocation or iBeacon, which require an app with location services/bluetooth enabled. And in those cases the tracking is most likely based on Apple IDFA/Google Advertising Id, so you at least have the option to opt out: https://dev.twitter.com/mopub/ui/opting-out-interest-based-a... (assuming the app properly respects the setting).
Apparently it's about as effective as search ads: http://venturebeat.com/2014/12/16/90-of-marketers-say-retarg...
Better yet don't go to stores that employ this sort of thing.
There's a strong network of trackers both in the digital space and now the meat space, so the cards are pretty much stacked against you.
I realised the other day that I use it for the internet about once a week since I'm either at home, work or out doing something where a phone isn't an option (cycling, swimming etc).
The same could be criticism for most social contracts, and there are groups like the Mennonites who live happy lives with levels of technology they deem fit.
Edit: Why did you edit your comment?