Skip to main content

Recommendation letter review · ten application contexts

Letter of recommendation review for the person writing it

Check whether the letter makes the recommender’s relationship, firsthand evidence, comparisons, and endorsement credible for the named destination. Choose a public rubric and get your first Full Review for $5.

See the recommendation rubric library
2 free Quick Reviews each dayFirst Full Review: $5

Ten application-specific rubrics · Evidence and credibility checks · First Full Review: $5

First Full Review

typically ready in about 2–3 minutes

$5

Included

  • Scores for the selected rubricSee how the draft performs across the criteria for that application—not a generic writing score.
  • Critiques tied to your exact textEach critique points back to the sentence or passage that created the issue.
  • Specific revision suggestionsMove from “something feels off” to a prioritized list of changes for the next draft.
  • AI detection powered by Pangram LabsSee clear, lightly assisted, or flagged signals with sentence-level context when available. Treat detection as a signal, not proof.
  • A review you can shareInvite an advisor, mentor, or trusted reader to respond to the same critiques and evidence.
About our Pangram Labs partnership
Start with 2 free quick reviews each day. Pro includes 10 Full Reviews for $50.

Featured & cited in

  • Financial Times
  • Fast Company
  • Mashable
  • GeekWire

Recommender feedback

What a recommendation letter review checks

A strong letter is not a longer list of adjectives. It establishes what the writer personally observed, supports comparative claims, and gives an endorsement suited to the application.

01

How the recommender knows the candidate

The reader can understand how long, how closely, and in what setting the recommender observed the candidate.

02

Specific firsthand evidence

Claims about ability, judgment, character, leadership, or potential are supported by examples the writer can own.

03

Credible comparisons

Superlatives and percentile claims name a real comparison group and remain within the recommender’s experience.

04

A direct, appropriate endorsement

The letter supports the candidate for the named program, profession, fellowship, or legal standard without becoming generic.

12 public recommendation rubrics

Choose the destination of the letter

Review academic, health-professions, MBA, medical, residency, NSF GRFP, international, immigration, and Common App recommendation formats against different public criteria.

This rubric reviews whether a graduate recommendation letter offers a credible, firsthand case for the candidate. It looks for concrete examples, fair comparisons, evidence of graduate-level potential, and a clear endorsement, presented in focused and professional writing.

What the 5 review areas check+
  1. 01

    How You Know the Candidate

    Whether the letter establishes the writer's basis for judgment - the role, duration, and setting in which the writer observed the candidate - and whether every judged quality stays inside that vantage.

  2. 02

    Incidents, Not Adjectives

    Whether each claimed quality is proven by a described incident in which the candidate's own action is visible.

  3. 03

    Comparisons That Hold Up

    Whether comparative claims name their reference class and window.

  4. 04

    The Case for Graduate Potential

    Whether the letter's evidence speaks to what graduate study selects for - independent inquiry, analytical ability, research and writing skill, persistence - rather than reciting the record.

  5. 05

    The Strength of Your Endorsement

    The letter's commitment: an explicit endorsement whose strength is stated in words a committee can quote, free of hedges the letter never explains.

Common App Teacher Evaluation Letter

400–800 words5 review areas

This rubric looks for a clear, firsthand account of the student in the writer’s classroom or other stated setting. It emphasizes specific examples of the student’s actions, growth, and effect on classmates, so colleges can understand the student beyond transcripts, activities lists, and broad praise.

What the 5 review areas check+
  1. 01

    How You Know This Student

    Whether the letter establishes the classroom vantage - what the writer taught the student, when and for how long, and in what setting - and whether every judged quality stays inside it.

  2. 02

    Anecdotes, Not Adjectives

    Whether each quality the letter claims is proven by a described moment in which the student's own action is visible.

  3. 03

    A Letter Only This Student Could Get

    Whether the letter does the job the form assigns it: "a short evaluation (1000 words or less) that will help colleges differentiate this student from others" (Common App Teacher Evaluation form).

  4. 04

    Growth You Watched Happen

    Whether the letter shows the student changing across the time the writer taught them, and whether it is honest about what is still developing.

  5. 05

    What the Student Adds to the Room

    Whether the letter shows the student's effect on the people around them - classmates, discussions, group work, the class itself.

This rubric evaluates whether a recommendation letter gives a clear, credible account of what the writer has personally observed about the candidate. It emphasizes specific examples, comparisons that international readers can understand, the writer’s own perspective, and a direct endorsement for the named program or scholarship. It also checks that the letter is clear, focused on the candidate, and internally consistent.

What the 5 review areas check+
  1. 01

    How You Know the Candidate

    Whether the letter establishes the writer's basis for judgment - the role, duration, and setting in which the writer observed the candidate - and whether every judged quality stays inside that vantage.

  2. 02

    Incidents, Not Adjectives

    Whether each claimed quality is proven by a described incident in which the candidate's own action is visible.

  3. 03

    A Yardstick That Travels

    Whether the letter's comparisons, grades, and rankings would mean something to a reader who does not know the home institution's system.

  4. 04

    Your Voice, Not the Candidate's

    Whether the letter reads as the writer's own account of the candidate rather than the candidate's motivation letter restated in the third person.

  5. 05

    A Committed Yes to This Program

    The letter's commitment: an explicit endorsement whose strength is stated in words a committee can quote, aimed at the specific program or scholarship in front of it, free of hedges the letter never explains.

This rubric reviews whether a letter gives a clear, evidence-based account of the candidate’s completed work, impact, and fit with the petition it supports. It also looks for checkable details, a clear explanation of the recommender’s expertise and relationship to the candidate, and plain language a non-specialist reader can follow.

What the 5 review areas check+
  1. 01

    Every Paragraph Serves a Criterion

    Whether each substantive paragraph does work an adjudicator can file under a named legal standard.

  2. 02

    Accomplished Impact, Not Promise

    Whether the letter's case rests on work the candidate has already done.

  3. 03

    Facts an Officer Could Check

    The density of verifiable specifics.

  4. 04

    The Recommender's Standing and Basis of Knowledge

    Whether the letter establishes who the recommender is, how they came to know the candidate's work, and where they stand relative to the candidate.

  5. 05

    Written for a Non-Expert Reader

    Whether a generalist adjudicator with minutes per exhibit could follow the letter.

NSF GRFP Reference Letter

250–1100 words5 review areas

This rubric looks for a clear, evidence-based case that addresses both Intellectual Merit and Broader Impacts. It also checks whether the letter shows what the candidate personally did, explains how the writer knows them, offers grounded comparison when used, and makes a supported case for the candidate's future potential.

What the 5 review areas check+
  1. 01

    Both Criteria on the Page

    Whether the letter does identifiable work for both of NSF's merit-review criteria.

  2. 02

    Research Potential Shown in Incidents

    Whether research potential is proven by described incidents of inquiry in which the candidate's own action is visible.

  3. 03

    How You Know the Candidate

    Whether the letter establishes the writer's basis for judgment - the role, duration, and setting in which the writer observed the candidate - whether every judged quality stays inside that vantage…

  4. 04

    Peer Comparisons That Hold Up

    Whether comparative claims name their reference class and window.

  5. 05

    The Forward Case and Your Endorsement

    The letter's forward commitment: whether it argues the candidate's potential - the thing the fellowship funds - and closes with an endorsement whose strength a panelist can quote.

Medical School Letter of Evaluation

300–700 words5 review areas

This review looks at whether a letter gives admissions committees a clear, credible view of the applicant based on the writer's direct experience. Strong letters explain the relationship, use specific observed examples, make any comparisons understandable, and offer a measured assessment of the applicant's readiness for medical school. They also stay focused on the applicant rather than repeating credentials, describing the setting at length, or relying on generic praise.

What the 5 review areas check+
  1. 01

    Who You Are to the Candidate

    Whether the letter states the writer's vantage and keeps every judgment inside it.

  2. 02

    Incidents Instead of Adjectives

    Whether each quality the letter claims is backed by a described incident in which the candidate's own action is visible.

  3. 03

    Comparisons That Can Be Checked

    Whether the letter's comparative claims carry their own yardstick.

  4. 04

    Assessment, Not Advocacy

    Whether the letter delivers a measured judgment a committee can use rather than a plea.

  5. 05

    The Endorsement and Its Strength

    Whether the letter closes with an explicit endorsement whose strength can be checked, and whether stock or hedged phrasing elsewhere undercuts it.

6 more rubrics in this family

Credibility before polish

A recommendation review built around firsthand evidence

Rubrics for different application types

An MBA recommendation, residency letter, academic reference, and visa expert letter do not establish authority in the same way.

The recommender’s evidence stays central

The review checks what the writer can personally support rather than rewarding impressive but ungrounded praise.

A $5 first credibility check

Use a Full Review before submission or after a substantive revision without sending sensitive drafts through an editing marketplace.

Clear ownership of the final letter

Feedback is tied to the draft so the recommender can decide what is accurate, appropriate, and genuinely theirs to say.

What the rubrics flag

Mistakes the public recommendation rubrics flag before an admissions reader does

Each flag below comes from the published profile of one of the 8 public recommendation rubrics this review uses. The review points to the sentence that triggers it; you decide what true detail belongs in the revision.

Not explaining your relationship to the candidate

Readers need to know how long and in what role you have known the candidate so they can understand the basis for your judgment. Claims should stay within what you personally observed.

Graduate School Recommendation Letter (MS/PhD) rubric

Leaving out the relationship context

Readers need to know what the writer taught the student, when, for how long, and in what setting. Claims should stay grounded in what the writer personally observed or clearly identify another source.

Common App Teacher Evaluation Letter rubric

Unclear relationship to the candidate

The letter does not explain the writer’s role, how long they have known the candidate, or the setting in which they worked together. Claims should stay within what that relationship could reasonably show.

International Academic Recommendation Letter (Europe & Beyond) rubric

Repeating legal language as praise

Statements that the candidate meets a standard or uses legal phrases without candidate-specific facts are less useful than explaining concrete work and results.

O-1 / EB-1 / NIW Recommendation & Expert Opinion Letter rubric

Addressing research ability but not broader impact

A letter should address both Intellectual Merit and Broader Impacts. Naming a criterion without showing relevant actions or benefits does not give the panel useful evidence.

NSF GRFP Reference Letter rubric

Leaving out your relationship to the applicant

Readers need to know how long and in what role you have known the applicant, and whether your observations are firsthand. Without that context, they cannot weigh your judgment.

Medical School Letter of Evaluation rubric

Praise without an example

Words such as “hardworking,” “dedicated,” or “compassionate” carry less weight when the letter does not describe an incident showing the applicant's actions and their result.

Health Professions Evaluation Letter rubric

Saying you know the applicant well without explaining how

Readers need enough context about your relationship and contact to understand what you can credibly assess. Do not make clinical judgments unless your letter explains your clinical observation.

Advanced Nursing Recommendation Letter (NP, DNP, CRNA) rubric

Format at a glance

Limits and review areas: public recommendation rubrics

Limits and review areas below come from 12 of the public recommendation rubrics; the rest are listed above. Paste the complete draft for the rubric closest to your prompt; a Full Review is typically ready in about 2–3 minutes.

See how the review system works

Application sources

Application rules and firsthand evidence come first

Public rubrics combine current destination instructions with institutional guidance on relationship, examples, comparisons, and endorsement.

Questions

Recommendation letter review questions

What should I say about how I know the candidate?+

Graduate School Recommendation Letter (MS/PhD) rubric

State how long you have known the candidate, in what capacity, and the setting in which you observed their work. Keep your judgments grounded in that firsthand relationship.

How long can this evaluation be?+

Common App Teacher Evaluation Letter rubric

The attached evaluation is limited to 1,000 words or fewer. Effective teacher letters typically run about 400 to 800 words.

What should I explain about my relationship with the candidate?+

International Academic Recommendation Letter (Europe & Beyond) rubric

State your role, how long you have known the candidate, and the setting in which you observed their work. Your judgments should be grounded in that contact.

What kinds of letters does this rubric cover?+

O-1 / EB-1 / NIW Recommendation & Expert Opinion Letter rubric

It covers one recommendation or expert-opinion letter supporting an O-1, EB-1A, or EB-2 National Interest Waiver petition. It reviews the letter on its own, not how it fits with other letters or exhibits.

What is included in a letter of recommendation review?+

A Full Review assesses how the recommender knows the candidate, firsthand evidence, comparative claims, candidate specificity, structure, clarity, and endorsement against the selected application-specific rubric. Critiques point to exact passages.

Which rubric should I choose?+

Choose the candidate’s destination and letter type: academic graduate, health professions, MBA, medical school, residency, NSF GRFP, international, visa or immigration, or Common App teacher recommendation.

How much does a review cost?+

You can run two free Quick Reviews each day. Your first Full Review costs $5; Pro includes ten Full Reviews for $50.

Is a letter review allowed for this application?+

The program’s own rules decide. Some programs bar any outside reading of a recommendation. Stanford GSB states that “your recommenders must be the sole authors of your letters of recommendation. Drafting, writing, translating, editing, or submitting (even if written by your recommender) your own recommendations, or having any outside party review or edit them (even if asked to do so by a recommender), is a violation of our application terms” (gsb.stanford.edu/programs/mba/admission/application/letters-reference, checked 2026-09-01) — so no second read of any kind, ours included, belongs on a GSB letter. Review the program’s current authorship, AI and outside-assistance rules before using any review; do not use it where AI review or outside assistance is prohibited; submit only your own writing. The certification inside the application decides.

Check whether the endorsement is supported

Your first Full Review costs $5 and is typically ready in about 2–3 minutes. Two free Quick Reviews are available each day.