What Adcoms Actually Look For
Adcoms read letters of recommendation for specific signals, not vague praise. The most predictive signals:
- Specific anecdotes: Moments the writer remembers — a question you asked in class, how you handled a setback in lab, a specific patient interaction.
- Comparative ranking: Phrases like "top 1% of students I have taught in 20 years" or "among the strongest research assistants in my career." These calibrate the writer\'s baseline.
- Evidence of growth: A trajectory from early performance to current capability.
- Intellectual engagement: Curiosity beyond the assigned material — extra questions, additional reading, voluntary office hours.
- Interpersonal observations: How you interact with peers, patients, supervisors. Adcoms specifically read for professionalism signals.
Strong vs. Weak Letter Excerpts
Weak: "Sarah was a great student. She always came to class prepared and participated actively. She earned an A in my course."
Strong: "Sarah was the only student in my advanced biochemistry course to come to office hours weekly with questions that extended beyond the assigned reading. In her final project on enzyme kinetics, she identified a methodological flaw in a paper I had recommended and proposed a correction I had not considered. She is in the top 2% of students I have taught in 15 years."
The strong version includes specifics, demonstrates intellectual engagement, and provides comparative ranking. The weak version could describe any A student.
Letter Red Flags
Adcoms identify weak letters quickly. Red flags include:
- Brevity: Letters shorter than one full page (single-spaced, 11pt)
- No specific anecdote: Generic praise without a concrete moment
- Mention of weaknesses without context: "Sarah is reliable, though she sometimes struggles with group projects."
- Indication the writer barely knows you: Missing pronouns, generic biographical errors, formulaic structure
- Damning faint praise: "Sarah is a good student" without any superlatives
A weak letter can sink an otherwise strong application. Choosing your writers carefully is more important than having more letters.
How to Help Your Writer Write a Stronger Letter
You cannot control what your writer says, but you can equip them well. Provide:
- Your CV/resume
- Unofficial transcript
- Personal statement draft
- A specific reminder of courses, projects, or interactions you shared
- 2–3 qualities you would like them to highlight, if natural
- List of schools and deadlines
- Confirmation that you have waived FERPA
Make the writer\'s job easy. The harder it is to find the specifics, the more generic the letter becomes.
