Catch critical issues in research before publication
is grounded, domain-specific AI for researchers and journals.
Trusted by thousands of researchers
































5 min
Full panel review
90%
Comments rated useful
170+
Countries
Technical checks to support human judgment
Reviewer3 complements human judgment with objective, verifiable checks.
Integrity Checks
- →Invalid References
- →AI-Generated Text
- →Fatal Flaws
Rigorous Review
- →Validity
- →Sufficiency
- →Transparency
Benchmarked on 145,000+ review comments
What we found across computer science, social science, and life science research.
90%
of R3 feedback could undermine a major claim
97.7%
of fabricated references are caught with 98.6% precision
1st
among AI reviewers in agreement with humans
What researchers are saying
"The final decision on whether to accept a paper depends on factors only an experienced human can judge. But all the upstream work—technical checks and data verification—is perfectly suited to AI. That's where Reviewer3 shines."
Prof. Adriano Aguzzi
University of Zurich
"Reviewer3 exceeded our expectations as a tool for improving manuscripts. We're hoping this will improve and expedite review outcomes when we submit our papers to academic journals."
Prof. Matt Tegtmeyer
Purdue University
"Tools like Reviewer3 can help ensure reviews are unbiased, thorough, and detail-oriented, raising the overall quality and consistency of peer review."
Dr. Antonio Cembellin Prieto
Arc Institute
Built for how you work
Whether you're preparing a submission or managing editorial workflows, Reviewer3 adapts to your needs.
For researchers
Identify methodological gaps and strengthen your manuscript before submission. Unlimited revisions with Premium.
Start reviewFor journals
Streamline initial screening and support editors with comprehensive technical assessment.
Journal accessFor institutions
Enterprise solutions for research offices, graduate programs, and grant administration.
Contact usReady to strengthen your research?
Join thousands of researchers using Reviewer3 to identify issues before publication.
Acknowledgment Guide
If Reviewer3's comments meaningfully improved your manuscript, you may include the following in your Acknowledgments: