How it works
How ReviewerAI reviews your paper in 4 steps
The short version: your PDF never leaves your computer. The review model is downloaded to your browser once, then everything happens on your device. You get a list of concrete problems to fix, each tied to the page where it was found.
The pipeline
- 1
You open your PDF
Choose the PDF on your computer. It opens in your browser and stays there. Nothing is uploaded to start a review.
- 2
The app reads the structure
The app finds the sections, pages, tables, and passages in your paper so every later finding can point to an exact location.
- 3
The app checks your paper
More than one hundred standard checks run over the paper: missing information, unclear statements, inconsistencies, and common journal requirements.
- 4
You get a fix-list
You receive grouped findings — what was reported, what to improve, and what needs a second look — each linked to the page where it was found.
This graphic is plain HTML and CSS, so it shows up fully in the pre-rendered page. In the app itself you also see live progress as each stage runs.
What the check covers
The review looks at the content, structure, and information reported in your paper — the same things a careful first reader would flag.
| Area | Example | Why it matters |
|---|---|---|
| Missing information | Methods, limitations, or ethics details a journal expects | Missing details are a common reason for desk rejection |
| Clarity | Undefined terms and vague claims | Unclear writing slows down reviewers and supervisors |
| Consistency | Numbers or statements that disagree with each other | Inconsistencies damage trust in the results |
| Structure | Sections in the wrong order or figures never explained | Poor structure makes good research hard to follow |
What you need
A computer with a modern browser and your paper as a PDF with selectable text. The review runs fastest on a computer with a dedicated graphics card, but it also runs on ordinary laptops — larger papers simply take longer.
| Paper size | Typical review time | Notes |
|---|---|---|
| Short paper (under 10 pages) | A few minutes on a fast computer | Good for a first try |
| Medium paper (10–25 pages) | Several minutes | Most student and journal papers land here |
| Long paper (25+ pages) | Up to 20–30 minutes | Leave the browser tab open while it runs |
The model files download once and are reused on later visits, so repeat reviews start faster. Saving a paper or review to an account is optional and is the only step that sends data to our servers.
Try the 4-step review on your own draft
Open your PDF, run the checks locally, and work through the fix-list before you share the paper with anyone.