The original "Joe Schmo," Matt Kennedy Gould, taped a cameo appearance during an episode of Joe Schmo 2 as a pizza delivery man, but the segment was cut when the network decided to shorten the episode; it did appear on the DVD.
Since Walsh had not suspected anything was awry, the producers continued to conduct the show as it was while at the same time trying to figure out what to do with Wiese.