But I kinda see it like TV. Cable providers know what channels and shows people are watching. Obviously web browsing data is more personal and intimate so it's not the same thing, but it's a good starting point for a thought experiment.
You would have to either self-host your own VPN server somewhere (maybe on a public cloud provider) or if you are truly paranoid, use something like Tor.