Evidence-grounded manuscript review. Author identity excluded.

AI pre-submission peer review

Five AI specialists challenge your paper before reviewers do.

PeerPanel runs your manuscript through independent domain-style reviewers, then forces them to deliberate with page-level evidence. Catch desk-rejection risks before you submit.

PDF up to 50 MB. Results in about 8 minutes.

Built for researchers who need clear signal before submission

Privacy-awareAuthor identity excluded from reviewEvidence-linkedFindings tied to manuscript sectionsReference checksCrossRef-style metadata verification
CrossRef checksPage-level evidenceAuthor-blind protocolFive specialist agentsStructured revision plan
< 8 minFull deliberation pass
5Independent specialist agents
23+Evidence-linked checks

Workflow

From manuscript upload to prioritized revisions in under eight minutes.

PeerPanel follows a clear protocol story: independent review, adversarial deliberation, retractions when evidence does not hold, and editorial synthesis.

01

Independent review

Five specialists review in parallel and produce structured findings with quotes.

02

Adversarial deliberation

Agents rebut, retract, or escalate each other's claims using manuscript evidence.

03

Editorial synthesis

A final editor weighs consensus, contested findings, and unique risks into a score.

Technical checks

Built to support researcher judgment, not replace it.

Integrity checks
  • Reference consistency
  • Evidence-to-claim gaps
  • Method clarity risks
Review rigor
  • Statistical reporting
  • Baseline comparison
  • Revision priority

What makes it different

Not a generic AI summary. A deliberation protocol.

Adversarial review

Findings must survive challenge.

PeerPanel does not stitch together one model response. Each specialist has a mandate, sees competing claims, and must defend or retract with paper evidence.

Evidence rule

No quote, no critique.

Every shipped finding includes a location, a claim, and a reason it matters.

Bias control

Author identity stays out.

No names, affiliations, or prestige signals enter the review prompt.

Free scan + paid reviews

Start with a free issue scan.

Upload a manuscript PDF for a free scan. See how many issues your paper has, how serious they are, and where they live. Need the full editorial board? A complete review with all five agents starts at $10 for students, $14 for everyone.