At a family reunion earlier this summer, we were handed a wordfind that someone had generated somewhere on the Internets that contained the names of the family founders. I was solving mine and noticed that, as anyone has frequently observed, in any given wordfind you will find words that are not in the list. Presumably, this is due to the randomly-assorted letters, by chance, spelling out an unplanned word. Of course, the wordfind makers might also stick those in on purpose (for example, the family wordfind contained the website name multiple times) or purposely prevent some random words (profanity). Regardless, I began to wonder how often a word might appear in a word find just by chance. So I used the margins to scratch out a formula for the chance of finding a word of a certain length within a matrix of random letters.