Data month 2026-07

SurveyGO

SurveyGOsurveygo.modelbest.cnSurveyGO 是一个可以创建、分享和参与各种调查的在线平台，涵盖了多个领域和主题。

According to AlphaMoat, in 2026-07 SurveyGO (surveygo.modelbest.cn) received 0 monthly visits (-100% MoM) — ranked #0 of 17,407 AI websites with traffic data, and #0 of 1,026 in Education & Research; its largest market is China (63.5% of visits).

Monthly Visits · 2026-07

--100%

Overall Rank (17,407)

Education & Research Rank (1,026)

Top Market

China63.5%

What is SurveyGO

产品概述

SurveyGO（卷姬）是由清华大学与面壁智能联合开源的 AI 论文写作工具，专门用于学术文献综述的自动化生成。该工具采用先进的 LLMxMapReduce-V2 技术框架，能够根据用户输入的主题快速生成结构严谨、引用可靠的学术综述。

核心技术特点

LLMxMapReduce-V2 框架 SurveyGO 的核心采用 LLMxMapReduce-V2 框架，通过文本卷积算法实现多文献信息的高效聚合。不同于传统检索增强生成技术，SurveyGO 借鉴卷积神经网络原理，逐步将局部文献信息整合为全局知识结构。信息熵和卷积机制 MapReduce-V2 是一种开源写作框架，通过信息熵和卷积机制指导大模型生成结构清晰的长文档。它无需特定模型或微调，只需按步骤生成内容，适用于自动报告、长文生成等项目。

主要功能6 items

01一键生成文献综述
02用户只需输入研究主题，SurveyGO 就能自动搜集相关文献，并生成结构完整的学术综述，大大提升了科研人员的工作效率
03智能文献聚合
04系统能够智能地将多篇相关文献的信息进行整合和分析，形成连贯的学术观点和研究脉络
05结构化输出
06生成的综述具有清晰的结构层次，包括研究背景、现状分析、挑战与解决方案等标准学术写作格式

应用场景

SurveyGO 特别适合以下用户群体：科研人员：快速了解某一领域的研究现状研究生和博士生：撰写文献综述章节学术机构：进行领域调研和趋势分析企业研发团队：技术调研和竞品分析

12-Month Traffic Trend

Hover for monthly values

Latest -MoM-100%

2026-05

257

—

2026-06

363

+41.2%

2026-07

613

+68.9%

Visits by Country · Top 5

2026-07 · Share of total visits

China

38963.5%

Singapore

22436.5%

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Data month: 2026-07 · Visit figures are third-party traffic estimates aggregated monthly — best for scale and trends. Multiple domains of the same product are merged. See methodology.