So do those voted off as the weakest link really leave with nothing or do they receive consolation prizes or are they paid for their TV appearance?

The trip and the stay in a hotal is something, I would think. But, beyond that, no, they don't get anything.

Yeah they probably dont, and u can tell on the weakest link that Host enjoys saying "You leave with nothing"