Journal Fit Predictor
Paste your paper’s title and abstract. We rank 1000+ journals and 30 top CS conferences by scope fit, return the top 5 with a one-sentence reason for each, and tell you what to strengthen.
We don’t train AI on your data. Abstracts are deleted within 24 hours.
Paste your abstract
Title is optional but sharpens the match. 200-character minimum.
We score against 1030 venues
Claude reads each venue’s scope language and finds the top 5 fits across journals + conferences.
See the why behind each match
Fit score, stretch / realistic / safe tier, and a sentence on what to strengthen.
Why journal fit matters
Scope mismatch is the single most common reason for desk rejection: surveys of editorial decision-making (Bjork, 2019; Calcagno et al., 2012) put it at ~21% of all submissions, ahead of methodological flaws or English-language quality. Picking a poorly-matched journal also costs an estimated 4 to 6 months per rejection cycle, plus a full re-formatting pass for the next attempt.
Editors describe scope-fit decisions as the fastest filter they apply: most papers spend less than five minutes in initial triage. The point of this tool is to put a research-shaped second opinion in front of you before that triage clock starts.
Limitations
- Corpus coverage. Strongest for biomedical, chemistry, physics, materials, and computer science. Thinner for social sciences, pure mathematics, and earth sciences. Out-of-corpus papers receive low fit scores and a confidence warning.
- Abstract-only. The tool reads only what you paste. Methodology details, figures, and full-text rigor signals are not available to the matcher. For a manuscript-level read, run a full readiness scan.
- Fit, not novelty. We score scope alignment and tier realism. We do not assess whether the work itself is publishable, novel, or technically sound.
- Not a substitute for editor judgment. Use the rankings as one input. Consider editor relationships, special issues, and the politics of your subfield.
Manuscript-level read
Want a manuscript-level signal, not just a scope match?
The journal-fit predictor reads only your abstract. The full readiness scan reads the entire manuscript and returns a desk-reject risk score, the top reviewer-flag patterns, journal-specific failure modes, and a prioritized fix list. Free preview, $29 only if you want the full report.
Built with reviewers who have published in Cell, Nature, The Lancet, NEJM, and Science. Used by researchers at every institution below.
Already picked a journal? Verify a citation in your manuscript with the Citation Claim Checker — paste a sentence with a reference and we’ll tell you whether the cited paper actually supports your claim.