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Lune vs Paperguide
Lune 记录了 6,340 月访问量，月度环比增长为 -28%，定价为免费增值。Paperguide 记录了 371,972 月访问量，增长率为 -2.9%，定价为免费增值。
Lune 记录了 6,340 月访问量，月度环比增长为 -28%，定价为免费增值。Paperguide 记录了 371,972 月访问量，增长率为 -2.9%，定价为免费增值。
面向文献综述与可审计系统综述的 AI 原生研究工作台
| 维度 / 指标 |  | |
|---|---|---|
| 官方域名 | luneresearch.com | paperguide.ai |
| 定价模式 | 免费增值 | 免费增值 |
| 月访问量 | 6340 (6,340) | 37.2万 (371,972) |
| 月度环比流量变化 | -2471 (-28%) | -1.1万 (-2.9%) |
| 主要市场与份额 | 🇺🇸 美国 (81.6%) | 🇺🇸 美国 (25.6%) |
| 直接访问 / 月 | 941 | 12.16万 |
| 用户评分 | 4.3 | 4.4 |
| 支持的平台 | 网站 | 网站 |
为 AI 研究 Agent 提供有据可查的文献检索
用自然语言直接提问，Lune 会一次性在所有论文全文中检索，而不是只用关键词匹配标题和摘要。
查看一篇论文引用了哪些工作、又被哪些后续工作引用，从而把某个结论放进完整的研究脉络中，而不是孤立看待。
Lune 可接入 Claude、ChatGPT 及其他支持 MCP 的客户端，让 Agent 在执行任务过程中直接获取真实论文原文与最佳实践建议。
关于新颖性审查、对比基线、消融实验和审稿人期待的经验性指导，会在相关时刻主动呈现，而不是埋在文档里。
面向文献综述与可审计系统综述的 AI 原生研究工作台
用自然语言提出研究问题，从 PubMed、arXiv、OpenAlex、Semantic Scholar 中获取综合答案，每条结论都链接到来源论文。
按 PRISMA 流程开展综述：预定义协议、记录筛选决定、双人独立评审与冲突解决，并依据真实计数生成 PRISMA 流程图。
从 Zotero 或 Mendeley 导入、按 DOI 添加文献，自动抓取元数据与开放获取 PDF，批注与笔记可贯穿其他工作流。
自定义提取列，由 AI 批量填充多篇论文，每个数值都能回溯到原文语句，并可导出为 CSV 或 Excel。
免费 / 开源Semantic Scholar is a free, non-commercial academic search engine built by the Allen Institute for AI (Ai2). It indexes more than 240 million papers from every field of science and uses machine learning to extract meaning from abstracts, citations, figures and tables, so researchers find relevant work faster than with keyword-only search.
免费 / 开源Semantic Scholar is a free, non-commercial academic search engine built by the Allen Institute for AI (Ai2). It indexes more than 240 million papers from every field of science and uses machine learning to extract meaning from abstracts, citations, figures and tables, so researchers find relevant work faster than with keyword-only search.
提供更强大的 AI 学术写作与自动完成辅助，但针对系统化文献映射的全面性稍逊。
专项更强系统评价筛选与去重的行业标准，但在 AI 文章生成方面较弱。
专项更强提供优秀的智能引用分析来验证论文是否支持或反驳主张，但写作功能较受限。
免费 / 开源Free visual research discovery and literature mapping tool, but offers less automated evidence synthesis and writing.
免费 / 开源Free visual research discovery and literature mapping tool, but offers less automated evidence synthesis and writing.
专项更强Unmatched visual literature discovery and graph mapping, but lacks document drafting and reference management features.
专项更强Unmatched visual literature discovery and graph mapping, but lacks document drafting and reference management features.
Paper Digest is an AI research platform that summarizes literature, generates literature reviews with citations, and delivers daily digests of new papers across arXiv, PubMed, bioRxiv and major conferences. Launched in 2018 and used by millions of researchers, it combines a citation-backed review engine that avoids inventing results with tools for reading PDFs, writing, question answering, claim verification and topic tracking.
Paper Digest is an AI research platform that summarizes literature, generates literature reviews with citations, and delivers daily digests of new papers across arXiv, PubMed, bioRxiv and major conferences. Launched in 2018 and used by millions of researchers, it combines a citation-backed review engine that avoids inventing results with tools for reading PDFs, writing, question answering, claim verification and topic tracking.
ResearchPal is an AI research workspace that searches academic sources, generates citation-backed literature reviews, answers questions from your own PDFs, and helps draft and polish scholarly writing.
ResearchPal is an AI research workspace that searches academic sources, generates citation-backed literature reviews, answers questions from your own PDFs, and helps draft and polish scholarly writing.
