The companies that supply and maintain chat board software generally build filters into the program. While webmasters have some level of discretion over the content, these are generally standardized lists so webmasters don't have to add words one-at-a-time as mistakes get posted.

They generally include spam words, too, like the medical product that rhymes with the large waterfalls on the Ontario/New York border.