Because the search space for brute-forcing a password is massively reduced :). Suddenly, instead of having 62 possibilities per password character (assuming alphanumeric + no specials), there's only 36. Whereas a password like "PassWord123" might have gotten past a wordlist (well, that's unlikely, but...), "password123" certainly wouldn't.