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Expert Reviewers

Robert Sweet

Managing Editor, Financial Analyst for Dow Theory Forecasts

Robert Sweet

25+ years in Financial Analysis

Wendy Snyder

Admissions Director at Northeastern University

Wendy Snyder

15+ years in college & career counseling for high school students

Emily Navarro

Continuing Lecturer, UCI

Emily Navarro

10+ years in teaching, academic leadership, and curriculum development

Paul Esau

Academic Writing Editor for GPTZero

Paul Esau

20+ years in Writing Tutoring

Adele Barlow

Content & Media Lead at GPTZero

Adele Barlow

20+ years in Professional Writing

Mia Borzello, PhD

Postdoctoral Researcher, Cognitive Science, UCSD

Mia Borzello, PhD

5+ YOE in Cognitive neuroscience research

Greg Altman

Emmy-nominated TV Producer

Greg Altman

10+ YOE creating content for TV stations, including NBCUniversal, CBS, E!, MTV, VH1 and HGTV

Deniz Satik, PhD

Head of Domain at Handshake AI, PhD in Linguistics

Deniz Satik, PhD

10+ YOE in academic empirical research

Danielle Maya Pratt, PhD

Program Director and Associate Lecturer in Interdisciplinary Studies at the University of Central Florida

Danielle Maya Pratt, PhD

10+ YOE in Accessibility and Disability Studies and Interdisciplinary Education

Line Tousignant

Strategy Consultant, Former Chief Strategy Officer at Valtech

Line Tousignant

25+ YOE building growth strategy for Fortune 500 Companies and SMBs

Janet Machuka

Corporate Digital Communications Strategist | Founder ATC Digital Academy

Janet Machuka

10+ YOE in marketing strategy and communications

Linda Ikechukwu

Developer Advocate & Educator | Helping Audiences Learn and Adopt Products Faster

Linda Ikechukwu

6+ years in IT, from cloud engineering, to frontend development, and developer education

Robert Sweet

Managing Editor, Financial Analyst for Dow Theory Forecasts

Robert Sweet

25+ years in Financial Analysis

Wendy Snyder

Admissions Director at Northeastern University

Wendy Snyder

15+ years in college & career counseling for high school students

Emily Navarro

Continuing Lecturer, UCI

Emily Navarro

10+ years in teaching, academic leadership, and curriculum development

Paul Esau

Academic Writing Editor for GPTZero

Paul Esau

20+ years in Writing Tutoring

Adele Barlow

Content & Media Lead at GPTZero

Adele Barlow

20+ years in Professional Writing

Mia Borzello, PhD

Postdoctoral Researcher, Cognitive Science, UCSD

Mia Borzello, PhD

5+ YOE in Cognitive neuroscience research

Greg Altman

Emmy-nominated TV Producer

Greg Altman

10+ YOE creating content for TV stations, including NBCUniversal, CBS, E!, MTV, VH1 and HGTV

Deniz Satik, PhD

Head of Domain at Handshake AI, PhD in Linguistics

Deniz Satik, PhD

10+ YOE in academic empirical research

Danielle Maya Pratt, PhD

Program Director and Associate Lecturer in Interdisciplinary Studies at the University of Central Florida

Danielle Maya Pratt, PhD

10+ YOE in Accessibility and Disability Studies and Interdisciplinary Education

Line Tousignant

Strategy Consultant, Former Chief Strategy Officer at Valtech

Line Tousignant

25+ YOE building growth strategy for Fortune 500 Companies and SMBs

Janet Machuka

Corporate Digital Communications Strategist | Founder ATC Digital Academy

Janet Machuka

10+ YOE in marketing strategy and communications

Linda Ikechukwu

Developer Advocate & Educator | Helping Audiences Learn and Adopt Products Faster

Linda Ikechukwu

6+ years in IT, from cloud engineering, to frontend development, and developer education

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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.