Systematic reviews

A review workflow you can defend

A systematic review lives or dies on its trail: where each paper came from, why it was excluded, which passage a number was taken from. PaperLab keeps that trail on your machine, from the first query to the chart.

In the app today

Search free sources at once

arXiv, Crossref, CORE, Unpaywall and Semantic Scholar in one query, merged into one list with the sources that found each paper.

Group the review in a workspace

Every paper, note and chat of the review in one place, and a chat that answers across all of it with citations.

Follow references both ways

What a paper cites and what has cited it since, ranked for your library, with free PDFs imported in a click.

Extract data you can trace

Capture a results table or a single number, and every point on your chart links back to its page.

A workspace called Dense retrieval, open on its Chat tab, where an AI answer cites passages from its papers and one of your notes.

Coming in the next release

These are built and in the source on GitHub, and ship with the next desktop release. Star the repository to get that release in your feed.

Next release

Saved searches with a hit pool

Run a query across sources, page it to the end, and keep every hit with where it came from.

Next release

Two-stage screening

Title-and-abstract screening, then full-text eligibility with a reason for each exclusion.

Next release

Snowballing

Grow the pool from your included papers, backward through references and forward through citations.

Next release

PRISMA counts and export

The flow numbers kept as you go, with a breakdown of exclusion reasons, ready for the methods section.

What it won't do

PaperLab doesn't get past a paywall. When no free copy of a paper exists, it links to the publisher's page and you add the PDF yourself. And it doesn't screen for you: every include and exclude is your decision, recorded with its reason.

Reviewing in a field PaperLab hasn't met yet? Tell me which databases you search: a new paper source is one of the most useful things to add.

Help PaperLab reach the next researcher

PaperLab is free, open source and built by one person. A star helps other researchers find it and puts each new release in your GitHub feed. The PaperLab page on LinkedIn posts a weekly breakdown of how one feature works.