Just remembered a function that I have completely forgot
about, so have now managed to solve my own problem.
For the benefit of anyone searching in the future, I used
#CGI.QUERY_STRING# added at the end of the mydomain.cfm/search,cfm
link, with my new parameters added thereafter, for example -
mydomain.com/search.cfm?#CGI.QUERY_STRING#&new=param