Scite
Classifies citations as supporting, contrasting, or mentioning — count is not applause.
Evaluation
What to know
Best for
- Checking whether later literature still supports a study
- Stress-testing a paper before you lean on it in public
Not ideal for
- Writing the manuscript
- Primary discovery of what to read
Key features
- Supporting / contrasting / mentioning classification
- Citation context
- Smart citations on a paper
Pros
- Attacks the citation-count illusion
- A real research hygiene habit
Cons
- Not a discovery tool
- Classification is a model — spot-check
ToolifyNav verdict
Scite is stance intelligence. Connected Papers finds neighbors. Elicit extracts. Consensus answers a claim. None of those tell you the later argument as directly. Look up the two papers you plan to lean on this month. If contrasting citations exist, read them before you publish. Confirm the classification on a paper you already know — models misread tone. Do not treat a green badge as peer review. Run Scite on the two studies your strategy doc leans on. If later papers argue, your doc must say so. A citation count is not a consensus. That is the entire reason this listing exists.
About
About Scite
Scite’s job is a mean little question: when later papers mention this study, are they clapping, arguing, or just name-dropping? High citation counts can hide an active fight.
Before a public strategy doc leans on a study, look at contrasting citations. That single habit prevents confident mistakes. Discovery graphs live in Connected Papers and ResearchRabbit. Extraction tables live in Elicit. Scite is stance. Combine them. Do not expect a writing environment.
Pairing that works: find candidates with a graph, stress-test with Scite, read the PDFs, then cite. Skipping the PDF is still cheating.
If you only wanted a bigger citation count for a slide, you wanted vanity, not this tool.
Look up a paper you already distrust. If Scite’s contrasting citations match the argument you know, you can trust it a little on papers you do not know. If it misses the fight, spot-check always. Mentioning is not supporting. Teach that sentence to anyone who will cite from a dashboard.
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