Well there are serological tests starting to be rolled out.
So they would presumably show that an individual has antibodies and would be immune.
I know that when you go from some developing countries to industrialized countries, I think you have to demonstrate immunity to various diseases like tuberculosis? Is there some certificate that they show immigration authorities or something?
Maybe a similar certification can become available for those who show seroconversion.