OpenAI Deep Research独立于人的 AI 代理，运行多步 web 研究，交付结构化的报告

4.8 (5)

审阅者 Daniel Nikulshyn·更新 2026年5月

AI Agent Research Web Browsing ChatGPT Citations Productivity Paid

概览

OpenAI Deep Research 是 ChatGPT 内部的一项代理功能，它可以代表您在网络上进行浏览，读取并综合来自多个来源的信息，生成一份长篇且有引用的报告。它不只是给出一个快速答案，而是规划研究路径，跟随链接，比较发现，并在数分钟内反复迭代，处理那些通常需要人类数小时才能挖掘的问题。它旨在执行竞争分析、市场与学术研究、尽职调查，以及详细的产品或政策比较等任务。用户提交提示，必要时回答澄清问题，并获得一份包含可验证引用的书面报告。此工具向付费的ChatGPT用户开放，使用次数上限因订阅套餐层级而异。

主要功能

自动化多步 web 浏览
长篇幅报告具备 inline citations
在研究开始前回答问题
文本、图像和 PDF 合理推理
在 ChatGPT 中呈现研究过程
可导出结果

价格

模型: Freemium
分类: Research AI Agents
评分: 4.8 / 5 (5)

使用场景

竞争性市场分析

通过自动化浏览公司网站、新闻和评论等多个来源，生成一份包含来源 reference 的报告，以便用户比较各家的产品、价格和定位

学术文献综述

综合多个论文、文章和 PDF 来进行综述，生成具有 cite 的长篇幅摘要

投资尽职调查

通过浏览多个来源来揭示公司或产业的风险、财务和趋势信息

政策和产品比较

通过浏览多个来源来生成具有 refer 的规则、供应商或技术选项的细节比较

优点 & 缺点

优点

处理复杂的多步问题
提供可追溯来源的 citataion
减少了数小时的浏览和手动笔记
生成结构化的长篇幅结果
提供了可验证来源

缺点

一份报告可能需要 5-30 分钟才能生成
每个月的使用限制
报告可能包含不准确信息或较弱的源
需要通过付费 ChatGPT 订阅

评测

4.8

5 个评分的平均值。

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Margaret Whitfield

Feb 21, 2026

Compared a few options

Evaluated this against two competitors. Where it wins: progress updates during research runs and produces structured, long-form output. On balance the feature set — especially exportable results within ChatGPT — justifies the 5 stars for our use case.

Hannah Goldberg

Jan 19, 2026

Compared a few options

Evaluated this against two competitors. Where it wins: long-form reports with inline citations and saves hours of manual browsing and note-taking. Where it lags: reports can take 5-30 minutes to generate. On balance the feature set — especially autonomous multi-step web browsing — justifies the 4 stars for our use case.

Kwame Mensah

Jan 14, 2026

Solid for our team

We rolled this out across the team last quarter and provides citations for traceable sources. Exportable results within ChatGPT fits neatly into how we already work, and progress updates during research runs removed a step we used to do by hand. but it has held up under daily use.

Tariq Aziz

Nov 13, 2025

Compared a few options

Evaluated this against two competitors. Where it wins: reasoning over text, images, and PDFs and handles complex, multi-step research questions. On balance the feature set — especially progress updates during research runs — justifies the 5 stars for our use case.

Linda Petersen

Aug 17, 2025

Skeptical, then convinced

I went in skeptical — most tools in this space overpromise. It actually delivers on progress updates during research runs, and handles complex, multi-step research questions caught me off guard. May still include inaccuracies or weak sources is why this isn't a perfect score, still, I'd recommend giving it a real trial.

问答

How much does OpenAI Deep Research cost and are there usage limits?

Deep Research is only available to paying ChatGPT subscribers, not free users. Each plan tier comes with its own monthly query quota, so the number of research runs you can perform depends on which ChatGPT subscription you have.

How long does a report take and can I trust the results?

Reports typically take 5-30 minutes as the agent plans, browses, and iterates across sources. Output is long-form with inline citations you can verify, but it may still contain inaccuracies or rely on weak sources, so reviewing the citations is recommended.

What kinds of tasks is Deep Research best suited for?

It's designed for complex, multi-step research like competitive analysis, market and academic research, due diligence, and detailed product or policy comparisons. It's most useful when you'd otherwise spend hours manually browsing, reading, and synthesizing sources.