100 Best ChatGPT Prompts for Academic Peer Review Simulation

Introduction

This page is a practical prompt library designed for researchers, editors, and educators who want to simulate academic peer review using ChatGPT. It provides a ready-to-use, 100-prompt collection focused on manuscript evaluation, critique, and editor-ready feedback.

Use these prompts to practice structured, reproducible reviews, explore diverse disciplinary perspectives, and train teams in efficient editorial workflows without sharing confidential material.

Direct Answer

The best ChatGPT prompts for Academic Peer Review Simulation are a curated, highly actionable set of 100 prompts that cover scope, methodology, ethics, interpretation, writing quality, and editor-focused feedback. Each prompt includes role, task, placeholders for context, output format, and concrete constraints to produce ready-to-use reviewer outputs.

How to Use These ChatGPT Prompts

• Replace placeholders like [discipline], [journalName], [manuscriptTitle], [authors], [data], [tone], and [format] with your specific manuscript details.
• Apply constraints such as word limits, section requirements, and citation style to tailor outputs to your journal’s guidelines.
• Request structured outputs (e.g., Major Strengths, Major Concerns, Minor Issues, Recommendations) and specify the desired output format (bullet list, table, or narrative).
• Verify outputs by cross-checking with the manuscript sections and ensuring that suggested edits align with the journal’s policies.

100 Best ChatGPT Prompts for Academic Peer Review Simulation

1. 1) Frame the Peer Review Scenario — You are an experienced academic peer reviewer for [discipline] manuscripts. Role: act as a peer reviewer with expertise in [discipline], and your objective is to provide a comprehensive, constructive critique suitable for submission to a scholarly journal. Context: the manuscript is titled [manuscriptTitle] by [authors] and concerns [topic]. Task: generate a structured review that covers major strengths, critical weaknesses, methodological rigor, and theoretical contribution. OutputFormat: provide sections — Major Strengths, Major Concerns (with justification and specific references to manuscript sections), Minor Issues (typos, clarity, and formatting), Recommendations to Authors, and an Editor’s Summary. Constraints: limit total length to 900–1200 words, use clear, precise language, cite page/section markers for quotes, avoid evaluative adjectives without justification, and do not reveal confidential reviewer identities.
2. 2) Define Manuscript Scope and Field — You are a domain-savvy peer reviewer for [discipline]. Role: assess the manuscript’s scope and fit within the journal’s aims. Task: determine whether the paper aligns with [journalName]’s scope and the field of [discipline]. OutputFormat: provide a short verdict (Acceptable Scope / Needs Scope Adjustment) with a justification and suggested scope-alignment edits in bullet points.
3. 3) Assess Research Question and Significance — You are a reviewer evaluating the research question for novelty and significance. Role: judge clarity and contribution to the literature in [field]. Context: manuscript claims to address [researchQuestion]. Task: evaluate whether the question is well-posed, meaningful, and advances knowledge. OutputFormat: a concise justification, with one suggested citation that could bolster the significance claim.
4. 4) Evaluate Literature Context and References — You are an expert in [discipline]. Role: critique the literature review’s completeness and relevance. Task: confirm that the manuscript situates its contributions within the current state of knowledge and that key relevant works are cited. OutputFormat: list 5–7 core references that should be added or clarified with brief justification for each.
5. 5) Review Theoretical Framework — You are a theory-minded reviewer for [discipline]. Role: evaluate whether the manuscript’s theoretical framework logically underpins the hypotheses and interpretations. Task: check coherence, assumptions, and potential biases in the theoretical model. OutputFormat: provide 3 concrete questions the authors should answer to strengthen the framework.
6. 6) Assess Hypotheses and Predictions — You are a methodological peer reviewer for [discipline]. Role: critique hypotheses and their testability. Task: verify that hypotheses are falsifiable and that the methods can adequately test them. OutputFormat: present 4–6 specific hypotheses with suggested tests or analyses.
7. 7) Review Methods and Reproducibility — You are a methods-focused reviewer for [discipline]. Role: examine the study design, data collection, and analytical pipelines for replicability. Task: identify missing details needed to reproduce results. OutputFormat: provide a checklist of required information (data sources, preprocessing steps, software versions, and statistical methods) and propose exact wording edits.
8. 8) Evaluate Data and Analysis Validity — You are a statistics-aware reviewer for [discipline]. Role: assess data quality, preprocessing, model assumptions, and analysis integrity. Task: verify correctness of statistical tests, effect sizes, and interpretation. OutputFormat: include a table of recommended checks and a short paragraph explaining any potential biases.
9. 9) Inspect Results and Figures — You are a visual-data reviewer for [discipline]. Role: critique the clarity and accuracy of results presentation. Task: judge whether figures/tables support claims and whether axes, units, and legends are clear. OutputFormat: provide 2–3 redesign suggestions for at least two figures.
10. 10) Check for Ethical and Legal Compliance — You are an ethics reviewer for [discipline]. Role: assess privacy, consent, data sharing, and compliance with ethical standards. Task: identify potential ethical issues and propose mitigations. OutputFormat: bullet-point list of issues and concrete mitigations.
11. 11) Evaluate Limitations and Generalizability — You are a critical reviewer for [discipline]. Role: evaluate the limitations section and generalizability of findings. Task: determine whether limitations are honest and actionable. OutputFormat: 6–8 bullet points describing missing limitations and proposed refinements.
12. 12) Review Writing Quality and Clarity — You are an editorial reviewer for scholarly writing. Role: assess overall readability, structure, and clarity. Task: provide targeted language edits and section-level improvements. OutputFormat: present a paragraph of suggested edits and a bullet list of five style improvements.
13. 13) Check Methods for Reproducible Code and Data — You are a reproducibility advocate. Role: ensure that code, data, and materials are accessible. Task: verify availability and licensing, with links to resources. OutputFormat: provide a code/data section template to insert into the manuscript.
14. 14) Verify Statistical Power and Sample Size — You are a statistics-savvy reviewer. Role: evaluate whether the sample size provides adequate power. Task: calculate or estimate post-hoc power if feasible and suggest design tweaks. OutputFormat: include a succinct power assessment and recommended sample size changes.
15. 15) Check for Conflicts of Interest and Funding Transparency — You are an ethics-aware reviewer. Role: verify that COI statements and funding disclosures are complete. Task: identify missing disclosures and propose language for transparency. OutputFormat: bullet list of suggested COI/funding statements.
16. 16) Assess Abstract and Title Alignment — You are a communication-focused reviewer. Role: ensure the abstract reflects the study accurately and the title communicates the core contribution. Task: provide a revised abstract and title if misalignment is detected. OutputFormat: two short, precise rewrites.
17. 17) Review for Open Science and Data Sharing — You are a research-reproducibility advocate. Role: evaluate open science practices. Task: verify whether data, code, and materials are openly available and well-documented. OutputFormat: checklist with links and version numbers.
18. 18) Propose Targeted Revisions and Justifications — You are a constructive reviewer. Role: propose precise revisions with justification for each major point. Task: pair each major concern with concrete edits or experiments. OutputFormat: 6–8 items with justification and suggested text.
19. 19) Draft Editor’s Summary — You are an editor-level reviewer. Role: synthesize the manuscript’s value, risks, and revisions into a concise Editor’s Summary suitable for the editor. OutputFormat: a 150–200 word summary.
20. 20) Prepare Author Feedback by Section — You are a section-specific reviewer. Role: craft actionable feedback for each section (Abstract, Introduction, Methods, Results, Discussion). Task: produce a concise, section-by-section set of reviewer notes. OutputFormat: 5 bullet lists under Section headings.
21. 21) Identify Potential Reproducibility Issues in Data Processing — You are a data-processing reviewer. Role: pinpoint reproducibility gaps in data cleaning, transformation, and analysis pipelines. Task: list exact steps to reproduce results. OutputFormat: step-by-step reproduction plan.
22. 22) Evaluate Hypothesis-Fitting Analyses — You are a methodological reviewer. Role: assess whether analyses suitably test stated hypotheses. Task: recommend alternative analyses if current ones are underpowered or mis-specified. OutputFormat: 2–3 robust alternatives.
23. 23) Review Ethical Implications of Findings — You are an ethics-conscious reviewer. Role: evaluate the broader ethical implications and societal impact. Task: provide careful reflections and risk mitigation. OutputFormat: 4 concise points.
24. 24) Propose Supplementary Material Enhancements — You are a supplementary-material reviewer. Role: suggest additional experiments, datasets, or analyses for the supplement. Task: list 4–6 items with rationale. OutputFormat: bullet list.
25. 25) Check for Terminology Consistency — You are a terminology steward. Role: ensure consistent use of terms across the manuscript. Task: identify inconsistent terms and propose standard usage. OutputFormat: table of terms and recommended fixes.
26. 26) Assess Data Visualization Quality — You are a data-visualization reviewer. Role: critique visual clarity, color schemes, and legends. Task: provide redesign tips for three figures. OutputFormat: bullet list with before/after descriptions.
27. 27) Review for Cross-Cultural and Generalizability Considerations — You are a cross-cultural reviewer. Role: assess applicability across contexts and populations. Task: suggest contextual qualifiers and additional tests. OutputFormat: 5 bullet recommendations.
28. 28) Draft Rebuttal Plan — You are a rebuttal strategist. Role: anticipate author responses and prepare point-by-point rebuttals. Task: create a rebuttal outline for 5 major criticisms. OutputFormat: numbered outline with suggested language.
29. 29) Evaluate Reference Style and Accessibility — You are a manuscript-editing reviewer. Role: check references for accuracy and accessibility. Task: propose fixes for missing DOIs, author-year mismatches, and inaccessible sources. OutputFormat: short checklist.
30. 30) Review for Journal-Specific Requirements — You are an editor liaison. Role: verify compliance with journal-specific guidelines (format, length, figures). Task: enumerate the top 6 compliance items and suggested fixes. OutputFormat: checklist.
31. 31) Assess Pre-registration and Protocol Adherence — You are a preregistration reviewer. Role: check whether the study adhered to registered protocols or preregistration statements. Task: identify deviations and explain impact. OutputFormat: 4 concise notes.
32. 32) Verify Data Sharing and Licensing Clarity — You are a data-access reviewer. Role: ensure licensing and sharing terms are clear. Task: draft precise data access statements and license notes. OutputFormat: suggested text blocks.
33. 33) Check for Conflicts in Data Interpretation — You are a critical-thinking reviewer. Role: identify alternative interpretations that authors may have overlooked. Task: supply 3 alternative explanations with evidence-based cautions. OutputFormat: bullet list.
34. 34) Evaluate Experimental Controls and Blinding — You are a rigorous experimental reviewer. Role: assess controls and blinding procedures. Task: confirm adequacy and propose improvements. OutputFormat: 4 concrete recommendations.
35. 35) Review for Replicability Across Datasets — You are a replication-focused reviewer. Role: assess whether findings replicate with independent data. Task: outline a replication plan. OutputFormat: stepwise plan with sample sizes.
36. 36) Propose Language-Level Edits for Clarity — You are a copyediting reviewer. Role: suggest precise wording improvements to reduce ambiguity. Task: deliver edits for 6 representative passages. OutputFormat: track-changes style suggestions.
37. 37) Check for Data Privacy in Published Materials — You are a privacy-aware reviewer. Role: evaluate whether participant data privacy is preserved in published materials. Task: point out potential privacy risks and mitigations. OutputFormat: bullet list.
38. 38) Propose Ethical Data Use in Secondary Analyses — You are an ethics and policy reviewer. Role: ensure responsible use of data in secondary analyses. Task: provide 3 policy-aligned recommendations. OutputFormat: numbered list.
39. 39) Assess Theoretical vs Empirical Balance — You are a theory-prioritized reviewer. Role: judge balance between theory development and empirical evidence. Task: propose adjustments to improve balance. OutputFormat: 4 bullet points.
40. 40) Draft a Concise Review Summary for Editors — You are an editor-focused reviewer. Role: craft a brief, actionable summary for editors. Task: deliver a 120–180 word summary highlighting top priorities. OutputFormat: paragraph.
41. 41) Evaluate Section Cohesion and Narrative Flow — You are a narrative reviewer. Role: assess how well the manuscript moves from Introduction to Conclusion. Task: provide a 1-page flow improvement plan. OutputFormat: structured outline.
42. 42) Verify Figures Referencing in Text — You are a layout reviewer. Role: ensure all figures are properly cited in the text and described in captions. Task: identify missing references and propose edits. OutputFormat: bullet list.
43. 43) Propose Acknowledgments and Funding Statements — You are an manuscript-editing reviewer. Role: suggest appropriate acknowledgments and funding disclosures. Task: craft a suggested section. OutputFormat: short paragraph block.
44. 44) Review for Supplementary Material Completeness — You are a supplementary reviewer. Role: check that supporting materials are described, accessible, and properly labeled. Task: list required elements for the supplement. OutputFormat: checklist.
45. 45) Evaluate Manuscript Organization and Section Order — You are an organizational reviewer. Role: propose reordering of sections for logical flow. Task: provide a revised outline with rationale. OutputFormat: 1-page outline.
46. 46) Check for Plagiarism and Originality — You are an integrity reviewer. Role: screen for potential plagiarism and ensure originality. Task: propose steps to verify originality and potential concerns. OutputFormat: brief plan.
47. 47) Review for Accessibility and Inclusive Language — You are an accessibility reviewer. Role: ensure the manuscript uses inclusive language and accessible formatting. Task: mark 6 passages for inclusive edits. OutputFormat: list of edits.
48. 48) Assess Model Assumptions and Limitations — You are a model-assumption reviewer. Role: examine any theoretical or computational models used. Task: identify critical assumptions and testability. OutputFormat: 5 bullets.
49. 49) Propose Clarifications for Technical Terminology — You are a terminology clarifier. Role: ensure technical terms are defined. Task: provide glossary-style clarifications for 8 terms.
50. 50) Identify Gaps in Experimental Protocol — You are a protocol reviewer. Role: detect missing steps in the protocol that could affect replication. Task: list missing steps and rationale. OutputFormat: bullet points.
51. 51) Assess Reproducibility of Calculations — You are a calculation reviewer. Role: verify that key calculations can be reproduced. Task: supply a pseudo-code or calculation checklist. OutputFormat: checklist.
52. 52) Evaluate Statistical Power and Effect Sizes — You are a statistics reviewer. Role: provide a thorough power and effect-size interpretation. Task: suggest adjustments to increase robustness. OutputFormat: short report.
53. 53) Check for Pre-registration and Protocol Deviations — You are a preregistration reviewer. Role: verify alignment with preregistration statements and identify deviations. Task: provide a deviations brief and impact assessment. OutputFormat: 4 bullets.
54. 54) Review for Data Interpretation Bias — You are a cognitive bias reviewer. Role: identify biased interpretations and signaling. Task: propose neutral rephrasings and safer conclusions. OutputFormat: 6 edits.
55. 55) Assess Use of Control Groups — You are a experimental design reviewer. Role: evaluate control groups for validity. Task: recommend modifications or additions to controls. OutputFormat: 4 recommendations.
56. 56) Propose Transparent Method Reporting — You are a reporting standards reviewer. Role: ensure methods are described with enough transparency. Task: draft a transparent methods paragraph to insert. OutputFormat: 1 paragraph.
57. 57) Check for Data Visualization Bias — You are a visualization reviewer. Role: detect bias in data presentation and color use. Task: propose neutral redesigns for three charts. OutputFormat: before/after descriptions.
58. 58) Evaluate Discussion Section Novelty — You are a discussion reviewer. Role: assess whether the discussion adds new insights or merely restates results. Task: suggest enhancements for interpretation. OutputFormat: 4 bullets.
59. 59) Propose Follow-Up Experiments — You are a research planning reviewer. Role: recommend next steps to advance the work. Task: list 5 feasible follow-up experiments with justification. OutputFormat: numbered list.
60. 60) Check for Terminology Consistency Across Figures — You are a cross-figure reviewer. Role: ensure consistent terminology in captions and legends. Task: identify contradictions and fix with recommended wording. OutputFormat: bullet list.
61. 61) Evaluate Generalizability Across Populations — You are a generalizability reviewer. Role: consider applicability beyond the study sample. Task: add qualifiers and propose tests. OutputFormat: 5 suggestions.
62. 62) Review for Software Tool Validity — You are a software-tool reviewer. Role: assess validity and limitations of any tools used. Task: identify tool-specific caveats and improvements. OutputFormat: bullet list.
63. 63) Propose Structured Feedback Template — You are a reviewer with feedback templates. Role: generate a structured template for reviewer comments. Task: provide a fill-in template with prompts for strengths, concerns, and edits. OutputFormat: template text.
64. 64) Check Units and Measurements Consistency — You are a measurement reviewer. Role: ensure units and scales are consistent. Task: audit a sample of results and propose corrections. OutputFormat: short report.
65. 65) Review for Model Validation Steps — You are a validation reviewer. Role: confirm steps used to validate any models or simulations. Task: outline validation checklist. OutputFormat: checklist.
66. 66) Propose Transparent Data Cleaning Procedures — You are a data-cleaning reviewer. Role: ensure data cleaning is well-documented and reproducible. Task: draft a transparent cleaning protocol. OutputFormat: 1–2 paragraphs.
67. 67) Check for Data Visualization Accessibility — You are a visualization accessibility reviewer. Role: ensure charts are readable in grayscale and for colorblind readers. Task: provide 2 accessible alternatives.
68. 68) Evaluate Discussion for Real-World Impact — You are a translation-impact reviewer. Role: assess potential real-world implications and applications. Task: offer 3 impact-oriented refinements.
69. 69) Propose Language for Ethical Discussion — You are an ethics editor. Role: craft precise language for ethical considerations. Task: draft 2 concise sentences to insert in the Discussion.
70. 70) Draft Quick Summary for Readers — You are a reader-oriented reviewer. Role: create a one-paragraph summary suitable for non-specialist readers. Task: output plain language version.
71. 71) Prepare Concise One-Page Review — You are a professional reviewer. Role: generate a 1-page, code-free review capturing all essential points. OutputFormat: plain text with headings.
72. 72) Check for Consistency in Citations — You are a citation integrity reviewer. Role: ensure in-text citations match the reference list. Task: identify mismatches and propose fixes. OutputFormat: bullet list.
73. 73) Evaluate Theoretical Assumptions for Robustness — You are a theory-checking reviewer. Role: test underlying theoretical assumptions for robustness. Task: provide 4 tests or counterarguments.
74. 74) Review for Data Restrictions and Compliance — You are a compliance reviewer. Role: verify data handling complies with institutional policies. Task: list 3 compliance checks.
75. 75) Propose Editor-Friendly Rejection/Resubmission Notes — You are an editor-protocol reviewer. Role: draft editor-friendly notes for rejection or revision. Task: provide a balanced, actionable note set. OutputFormat: 4 concise items.
76. 76) Assess Cross-Disciplinary Relevance — You are a multidisciplinary reviewer. Role: evaluate relevance across fields and propose cross-disciplinary enhancements. Task: 5 recommendations.
77. 77) Check for Redundancy Across Sections — You are a coherence reviewer. Role: identify repetitive content and propose consolidation. Task: provide a plan to reduce redundancy by 20%.
78. 78) Propose Enhancements for Reproducible Narratives — You are a narrative reproducibility advocate. Role: suggest ways to narrate methods so they’re easily reproducible. Task: provide a 6-step narrative outline.
79. 79) Review for Peer Reviewer Anonymity — You are a privacy-first reviewer. Role: ensure reviewer anonymity is preserved in published materials. Task: provide guidance for redaction and disclosure.
80. 80) Propose Language to Remove Ambiguity — You are a language clarity reviewer. Role: identify ambiguous phrases and propose precise alternatives. Task: edit 6 passages.
81. 81) Check for Sufficiency of Negative Results — You are a negative results reviewer. Role: assess whether negative results are adequately described and interpreted. Task: propose text to strengthen treatment of null findings.
82. 82) Evaluate Ethical Considerations for Human Subjects — You are an ethics reviewer for human subjects. Role: ensure consent, risk mitigation, and IRB compliance are clearly addressed. Task: prepare 4 compliance notes.
83. 83) Review for Software Licensing and Reuse — You are a software licensing reviewer. Role: ensure license compatibility and reuse rights for any code. Task: suggest licensing language.
84. 84) Draft Editorial Questions for Author Response — You are an editorial assistant. Role: prepare a list of questions authors should respond to in their revision. Task: provide 7 pointed questions.
85. 85) Assess Data Provenance and Lineage — You are a data provenance reviewer. Role: track data origin and processing lineage. Task: propose a provenance diagram and notes.
86. 86) Check for Reproducibility of Visualizations — You are a visualization reproducibility reviewer. Role: ensure plots can be regenerated from code and data. Task: provide a reproducibility checklist.
87. 87) Evaluate Article's Contribution to Field — You are a field-impact reviewer. Role: judge overall contribution and novelty. Task: rate impact and provide improvement suggestions.
88. 88) Propose Editorial Timeline and Milestones — You are an editorial planner. Role: outline a realistic revision timeline and milestones for authors. Task: draft a 4-week plan.
89. 89) Draft High-Impact Editor Recommendation — You are an editor. Role: craft a compelling editor recommendation that summarizes strengths and remaining risks. Task: produce a 120–180 word recommendation.
90. 90) Prepare Public Version with Anonymized Data — You are a data-privacy reviewer. Role: draft a public version of findings with anonymization where needed. Task: produce an 8–12 sentence version.
91. 91) Review for Reproducibility Across Datasets — You are a data-reliability reviewer. Role: examine whether results hold across datasets and conditions. Task: propose a 3-dataset replication plan.
92. 92) Evaluate Timeframe and Milestones — You are a project-management reviewer. Role: assess feasibility of timelines and milestones. Task: provide a revised schedule.
93. 93) Check Manuscript Organization and Flow — You are a structural reviewer. Role: critique organization and flow. Task: propose a revised outline. OutputFormat: bullet list.
94. 94) Verify Conflict of Interest Statements — You are a policy reviewer. Role: ensure COI statements are complete and consistent with disclosures. Task: propose language edits.
95. 95) Suggest Language-Level Edits for Precision — You are a language editor. Role: improve precision and reduce ambiguity in 6 passages. Task: provide line-level edits.
96. 96) Evaluate Citations for Relevance — You are a literature reviewer. Role: assess whether cited works are relevant and up-to-date. Task: propose 5 additional key sources.
97. 97) Propose Editorial Requests to Authors — You are an editorial agent. Role: prepare a set of requests to authors to address reviewer concerns. Task: list 6 clear, testable requests.
98. 98) Review for Accessibility of Methods — You are an accessibility reviewer for methods. Role: ensure experimental steps are accessible to readers with varied backgrounds. Task: draft accessible-methods paragraph.
99. 99) Prepare High-Impact Editor Recommendation — You are an editor. Role: craft a strong, balanced editor recommendation based on review findings. Task: deliver a 90–150 word recommendation.
100. 100) Finalize the Peer Review Report — You are a professional reviewer. Role: compile a final, polished peer-review report that editors can forward to authors. Task: deliver a 1–2 page report with sections for Summary, Major Concerns, Minor Issues, and Suggested Revisions.

Best Practices

Use placeholders to adapt prompts to your manuscript. Maintain a constructive, professional tone. Ensure outputs are structured, editor-friendly, and ready for revision requests. Keep outputs concise and actionable. Reuse prompts by swapping placeholders rather than rewriting from scratch.

Common Mistakes to Avoid

Avoid vague feedback, unsubstantiated claims, missing sections, and overreach about the manuscript’s impact. Do not assume results beyond what the data show. Do not reveal reviewer identity in any produced text. Avoid copying entire sections verbatim from the manuscript.

FAQ

Question

How do I tailor these prompts to a specific discipline?

Answer

Fill in placeholders like [discipline], [journalName], and [topic], then adjust examples and checks to match disciplinary norms and reporting standards.

Question

Can I reuse prompts for multiple manuscripts?

Answer

Yes. Use placeholders to generalize prompts and save them as templates for future submissions, customizing only the manuscript-specific fields each time.

Question

Are these prompts safe for confidential manuscripts?

Answer

Use non-identifying placeholders and never paste confidential content. Export redacted or pseudonymized summaries when sharing with ChatGPT.

Question

How should I cite prompts in the reviewer report?

Answer

Reference the prompt number (e.g., Prompt 1) and include a brief note on how its output informs your assessment, avoiding direct quotes from confidential manuscripts.

Schema.org and FAQ

The page uses structured data for an Article with a 100-item ItemList representing the prompts, a BreadcrumbList for navigation, and an FAQPage for the four to six questions in the FAQ. The mainEntity of the Article contains an ItemList with 100 ListItem entries, each named after a prompt label and describing its intent.