Close. Zatara appeared in ACTION COMICS from issue #1 in June 1938, so they might have briefly had plans for Zatara taking Superman's place as an occasional honorary member. They never really formally explained the JSA's history in the absence of Superman, Batman, and Wonder Woman in those early days of Post-Crisis.