Could this work???

Could you trick them like this???
traffic(CL, Facebook)-offer page(press jere to join)-landing page-landing page-CPA offer(the affiliate page)

two landing pages with cpa redirector. If they check the first landing page it seems normal

ANOTHER QUESTION:

Can they see(CJ) from where are the visitors coming on my website??(Because i understood they can.. sorry for the noob question)

Seems like a lot of unnecessary landing pages. You're conversion is going to be super low because of it.

And yes, people can always figure out they are at a CJ offer. There is no real way to ever hide it since you have to send someone through your link to get credit.

The other way oround Can CJ figure out from where my visitors are coming????