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AI Reviewer

Paul Esau's trained feedback on cover letters.

Paul is a historian and expert writer with a background in creative writing, journalism, and policy analysis. Over the years, he's helped hundreds of students develop the tools, experience, and confidence necessary for exemplary academic writing.

Paul Esau

Paul Esau

Academic Writing Editor for GPTZero

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How AI Reviewer can help

AI Reviewer reads your students' work, applies your rubric to score, and gives detailed feedback on every submission.

Strengthen your writing

Improve your writing with AI-powered feedback and suggestions tailored to your text

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Single document review preview

AI Reviewer is included in Premium and Professional plans

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FAQs about Expert Feedback.

Everything you need to know about AI Reviewer and expert-trained feedback.

Can’t find an answer? You can talk to our customer service team.

AI Reviewer gives you structured, scored feedback on your writing using templates trained by real domain experts. Choose an expert-trained template that matches your use case (an admissions coach for college essays, a stock analyst for investment recommendations, etc.), and upload and scan your text, to receive annotated feedback scored against that expert’s specific criteria.
Most AI feedback is generic. AI Reviewer’s templates are built from the insights and lived experience of real professionals. Each expert personally trained a template to evaluate writing in their domain, using their rules. This means the feedback reflects detailed, domain-specific judgment, not generic grammar and style suggestions.
Each template is created by a verified professional in that field. Current experts include a financial analyst, a college admissions coach, a strategy consultant, a technical writer, a K–12 education researcher, and more. Every expert personally trained and reviewed their template, which was then tested in-house by GPTZero.
You’ll receive a scored review broken down by the criteria most relevant to your document type — for example, a stock recommendation is scored on thesis clarity, risk framing, and persuasiveness, while a college essay is scored on voice, narrative structure, and authenticity. Each criterion includes a score, a summary of key strengths and weakness, and specific annotations tied to your text.
Yes. The multi-document review mode lets you upload a batch of files and compare scores across documents — useful for educators reviewing student work, managers reviewing team output, or anyone processing a high volume of writing.
Yes. All documents are encrypted in transit, stored securely, and never shared or sold. GPTZero is AICPA, FERPA, and SOC2 compliant. Your documents are never used to train AI models or shared with third parties.
AI Reviewer is included in Premium and Professional plans. You can try sample reviews for free before upgrading.