In reality, no. If you’re a low-tier candidate, a mere thank-you letter won’t suddenly boost your chances. Along the same lines, high-tier candidates won’t lose their chances if they don’t send letters. Rather, these notes are follow-ups to show gratitude and maybe add something different to your application. As we said earlier, your effort might lead to getting a reference for another position.