Scite becomes valuable when basic paper search is no longer enough. Instead of only helping you find a paper, it helps you judge the quality and context around that paper by showing how later work cites it. That is useful for people doing deeper research, competitive analysis, or technical writing where source quality matters.
The practical buying question here is whether your workflow needs citation context, not just search results. If you regularly need to separate strong evidence from weak authority signals, Scite is materially different from a general AI answer engine.
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