Find the weak spots
before you submit.

Paste a draft and get clear feedback on structure, specificity, research fit, and vague claims. Use it to revise before the document reaches a committee.

Line-by-line annotations

Weak sentences are flagged with a clear reason and a next step, not a vague "be more specific".

Scored across four dimensions

Specificity, structure, research fit, and clarity help you decide what to fix first.

Works across application documents

Use it on SOPs, CVs, and cover letters, then revise the parts that need stronger evidence or clearer wording.

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Critique scores

7.5/10
Specificity6/10

Too broad in para 2. No concrete research example cited

Structure8/10

Strong opening, but conclusion repeats intro almost verbatim

Research fit7/10

Mention of ML is vague. Tie it to the target lab's publications

Clarity9/10

Clear and readable throughout. Minor passive voice in para 4

Statement of Purpose· v1 · 3 issues flagged

I have always been passionate about technology and want to use my skills to make an impact in the field of machine learning.

Too generic. Admissions readers see this exact sentence hundreds of times. Start with a specific moment, problem, or finding that shaped your direction.

My GPA of 3.8 demonstrates my academic ability and dedication to my studies.

Don't state your GPA in the SOP. It's already in your transcript. Use this space to show capability through what you built, discovered, or published.

I am particularly interested in the work being done at this university in the area of artificial intelligence.

Name the supervisor. Name the paper. "This university" signals you sent the same SOP to every school on your list.

Revise with clearer feedback
before you submit.

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