Methodology review, made rigorous

Review papers like a methodologist — even if you’re not one.

AI-powered methodology audits for medical researchers, peer reviewers, and grad students.

Audits across five core methodology dimensions · every issue cited to your PDF.

Methodology report3 issues found
Sample sizeMajor

No a priori power calculation is reported. With 48 enrolled patients, the study may be underpowered to detect the stated effect size.

“A total of 48 patients were enrolled and randomized 1:1…”· p.4

Bias controlModerate

A baseline age imbalance between arms is not adjusted for in the primary analysis.

“Mean age was 54.2 (treatment) vs 61.8 (control)…”· p.6

+ 1 more issue in the full report

How it works

From PDF to a structured, citation-backed report in three steps.

Step 1

Upload your PDF

Drop in any research paper. No formatting or setup required.

Step 2

AI audits the methodology

Each study is checked across core methodology dimensions — study design, sample size, statistics, bias control and reproducibility — grounded in the actual text.

Step 3

Download a Word report

Get a structured critique you can edit, share, or attach to your review.

Every issue is tied back to the paper.

No vague hand-waving and no hallucinated claims. Each finding quotes the relevant line and gives you the page number, so you can verify it in seconds against the original PDF. Pro adapts to each paper’s actual methods rather than running a generic checklist.

  • Study design
  • Sample size
  • Statistical methods
  • Bias control
  • Reproducibility
Statistical methodsMajor

Multiple secondary endpoints are tested without correction for multiple comparisons, inflating the risk of false-positive findings.

“Significance was set at p < 0.05 for all comparisons…”· p.8

Study designModerate

The registered primary outcome differs from the one emphasized in the abstract, suggesting possible outcome switching.

“The primary endpoint was change in LVMI at 12 months…”· p.3

Pricing

Start free. Upgrade when you need source-verified depth.

Free

$0
  • 3 papers total
  • Basic methodology review
Start free
Recommended

Pro

$9.99/month

Plus VAT/tax where applicable

  • 100 papers per month (resets 1st)
  • Source-verified methodology critiques
  • Every issue cited with quote + page number
  • Checked against your actual PDF (no hallucination)