If your goal is to get an interview, a letter from a faculty member the PD knows is even better. Ask a mentor or recommender with connections in the area to send a personalized letter on your behalf- could be as simple as your LOR with a personal salutation and an extra few sentences.
If you explain your genuine interest in a few programs and the faculty are supportive, it's an easy way to raise your profile without being "that guy".