Journal fit
Where could this manuscript go?
For English biomedical manuscripts, we combine embedding search over an in-house journal catalog with an optional AI re-rank — then attach a structured block to your report (not generic chat guesses).
Catalog + vectors
Journal rows are enriched from public metadata (e.g. Crossref, DOAJ) and embedded into a dedicated Qdrant collection for similarity search.
Discipline-aware retrieval
We infer your field from the review context, apply soft filters, and relax them if the catalog is sparse — so you still get usable shortlists.
Report + export
Suggestions appear in the web report and exports (DOCX / PDF) with conservative wording: always verify aims, scope, and reporting guidelines yourself.
Journal-fit output is informational, based on catalog embeddings and an optional re-rank. It is not a substitute for reading each journal’s official aims, scope, and instructions for authors.