Is it possible to configure device channels for team site?

I am trying to configure device channels for one of my existing sites and it is not working (no UI difference from device to device). It is working well if I create a new publishing site however I want to achieve the same for my existing team site. I have deactivated the mobile browser feature and activated the publishing site and site collection features but still not working. Is it at all possible to configure device channels for team sites? If yes, please share the steps. If not, is there any alternative solution for this?

Thank You.