Without a nicer solution, what I found to work is simply building my query string in the bean return:
public String submit() {
// Do something
return "/page2.xhtml?faces-redirect=true&id=" + id;
}
Not the most flexible of solutions, but seems to work how I want it to.
Also using this approach to clean up the process of building the query string: http://www.warski.org/blog/?p=185