Journal Finder, part of Crimson AI's Trinka toolset (by Enago), recommends journals from a manuscript's title, abstract or keywords. It uses NLP concept-matching against a database of millions of published papers drawn from sources such as OpenAlex, Crossref and PubMed, rather than keyword overlap. Video: https://youtu.be/fuWNwHYFPFM
Benefits & outcomes
Shows similar articles from each suggested journal so authors can confirm scope match and avoid desk rejection.
Surfaces publication trends for the topic as a proxy for post-publication visibility.
Flags journals with predatory or unethical practices.
Filters by subject, open access status, impact factor and custom criteria.
Notes & quotes
For each suggestion: journal title and publisher, match score, impact factor and indexing details, open access availability, and time to first decision. Works across disciplines; can also check suitability of an author's own journal of choice.
Video
Publisher / company: Crimson AI
Date of mention: 27/10/2025
Source: https://www.trinka.ai/features/journal-finder