Manuscript Evaluation
Systematic evaluation of a manuscript from four independent expert perspectives that run in parallel, each with its own prompt and criteria. The goal is to provide a thorough critical first read before submission to a peer-reviewed journal.
The four profiles cover complementary angles: the methodological reviewer examines experimental design, sampling, internal and external validity, and the suitability of the statistical analysis. The writing reviewer evaluates clarity, IMRaD structure, terminological consistency, and the quality of figures and tables. The impact reviewer assesses originality, contribution to the field, relevance and expected reach. The general reviewer applies editorial criteria, evaluates fit to the target journal, and proposes a recommended decision.
Each profile produces its own structured report with strengths, weaknesses, identified risks and specific actionable recommendations, citing concrete sections of the manuscript when relevant.
Useful for self-assessment before submission, for supervising theses and master's projects, and for anticipating the kind of feedback the work will receive in real peer review.
How it works
- 1Upload your manuscript as a PDF.
- 2Four simulated expert reviewers evaluate it in parallel, each with its own criteria.
- 3You get a critical report with weaknesses and concrete improvements before journal submission.
Who it is for
- Authors who want a thorough critical read before submitting to a peer-reviewed journal.
- PhD students preparing their first paper without prior experience with reviewers.
- Supervisors who need a quick first evaluation of a student's draft.
- Teams polishing the final version of a manuscript among co-authors.
Frequently asked questions
Does it replace peer review?
No, it anticipates it. It detects, before submission, the problems real reviewers tend to flag, reducing revision rounds and avoidable rejections.
What does each reviewer evaluate?
The methodological reviewer examines design, sampling, validity and statistics. The writing reviewer evaluates clarity, IMRaD structure, terminology and figures. The impact reviewer assesses originality and contribution. The fourth applies general editorial judgment.
What exactly do I get?
A report with the findings of the four perspectives and actionable suggestions to fix each weakness detected.
How much does it cost?
Explore Labs is free for academic use. Each account can run up to 5 requests per day; if the limit is exceeded, please wait until the next day (resets at 00:00 UTC).