I don't know about the others, but I'm not sure LinkedIn qualifies. They have a direct relationship because people have profiles that they voluntarily created.

I don't know about the others, but I'm not sure LinkedIn qualifies. They have a direct relationship because people have profiles that they voluntarily created. It might be different if they were selling information from shadow profiles that they created from other people sharing their contact lists, but I don't think they are selling that.