Coze

• 1. overview (715 chars)

  Coze is a new generation AI application development platform launched by ByteDance and will be officially released in 2024. The platform is positioned as a "one-stop AI development platform" that supports the rapid construction of AI Bots, agents and applications with zero or low code. Coze integrates Doubao large models, more than 200 plug-ins, knowledge bases and workflow capabilities. Users can combine large models, plug-ins and business processes into implementable conversational robots through visual drag-and-drop arrangement, and publish them to mainstream platforms such as Doubao, Feishu, and WeChat with one click. As a star product on the domestic AI Agent track, Coze has significantly lowered the threshold for AI application development, allowing non-technical personnel to quickly create intelligent applications.

• 2. Product background (1086 chars)

  Coze is developed by a team under ByteDance and is part of the ByteDance AI Lab product matrix. The project will launch internal testing in early 2024, and will subsequently open to public testing and commercial applications. As a leading domestic Internet company, ByteDance has a far-reaching presence in the field of AI, and Coze is one of the core carriers of its "AI application ecosystem" strategy.   From a company strategic perspective, Coze undertakes the mission of opening up ByteDance’s AI capabilities to the outside world. Through the Coze platform, developers can directly call ByteDance's self-developed beanbao large model capabilities and quickly build AI applications combined with the rich plug-in ecosystem. This complements ByteDance’s internal AI products (such as Doubao AI conversation assistant). Coze focuses more on the B-side and the developer market, while Doubao is targeted at C-side individual users.   In terms of technical architecture, Coze adopts a modular design concept to decouple core functions such as large model capabilities, plug-in systems, knowledge base management, and workflow orchestration, so that users can flexibly combine them according to their needs. This architectural design makes Coze highly scalable and customizable.

• 3. Product functions and usage experience (2112 chars)

  Coze provides rich AI application development capabilities, which are mainly divided into the following modules:   Zero-code Bot creation The biggest feature of Coze is the zero-code development experience. Users can create intelligent conversational robots through a visual drag-and-drop interface without writing any code. The platform provides a wealth of preset templates, covering multiple scenarios such as customer service, education, content creation, data analysis, etc., so novice users can get started quickly.   Workflow orchestration Workflow is one of the core functions of Coze. Users can define the processing logic of the AI ​​robot by dragging nodes, including trigger conditions, node actions, branch judgments, loop processing, etc. Workflow supports the configuration of complex business processes to meet enterprise-level application requirements.   plug-in system Coze integrates more than 200 plug-ins, covering multiple capabilities such as search, document processing, image generation, data analysis, and API calls. Users can flexibly call these plug-ins in the workflow to expand the functional boundaries of AI robots. The plug-in market is constantly updated, and third-party developers can also submit their own plug-ins.   Knowledge base management The platform provides a complete knowledge base function. Users can upload documents in PDF, Word, Markdown and other formats, and Coze will automatically parse the content and establish a vector index. AI robots can conduct questions and answers based on the knowledge base to realize enterprise-level applications of private knowledge.   Multiple model support Coze supports calling a variety of large models, including the Beanbao large model series, and third-party models (such as GPT, Claude, etc.). Users can choose the appropriate model according to scene requirements and balance effects and costs.   Multi-platform publishing The created AI robot can be deployed to multiple platforms with one click, including Doubao, Feishu, WeChat, Telegram, Discord, etc. This multi-channel publishing capability greatly simplifies the implementation process of AI applications.   In terms of user experience, Coze's interface design is simple and intuitive, with a gentle learning curve. The platform provides complete novice guidance and documentation tutorials, lowering the entry barrier. However, some users have reported that debugging and optimizing complex workflows takes some time.

• 4. Pricing and business model (1179 chars)

  Coze adopts a flexible billing model, which mainly includes:   Free version Basic functions are free to use, including creating Bots, workflows, knowledge bases, etc. The free version has a certain call limit and is suitable for individual developers and small project verification.   Paid version For enterprise users and professional developers, Coze provides a paid version. The main billing dimensions include:   API call volume: billed based on the number of large model call tokens Plug-in usage: Some advanced plug-ins require payment Enterprise-level functions: including privatized deployment, dedicated customer service, advanced data analysis, etc.   Developer Ecosystem Coze actively builds a developer ecosystem and attracts third-party developers to participate through mechanisms such as the plug-in market and template market. The platform will share the revenue with high-quality plug-in developers, forming a virtuous cycle.   From the perspective of market positioning, Coze mainly targets the following user groups: enterprise developers (quickly build AI applications), content creators (automated content production), small and medium-sized businesses (intelligent customer service establishment), and technology enthusiasts (AI application exploration). This positioning creates a competitive relationship with overseas GPTs and Agent platforms.

• 5. User reviews (1203 chars)

  positive feedback According to public information on the Internet, Coze has received widespread praise among user groups. Mainly focus on the following aspects:   In terms of ease of use, the zero-code drag-and-drop interface is unanimously recognized, and users with non-technical backgrounds can quickly create AI applications. The workflow function is powerful and can meet the needs of complex business scenarios.   In terms of ecological richness, more than 200 plug-ins cover mainstream application scenarios, and the knowledge base function is highly practical. Multi-platform publishing capabilities simplify the go-live process.   In terms of response speed, the inference speed of the Doubao large model is faster and can meet the needs of real-time dialogue. The platform has good stability and high service availability.   negative feedback At the same time, some users also raised some criticisms:   In terms of functional depth, some advanced functions (such as debugging complex workflows) are difficult to get started, and the quality of documentation needs to be improved.   In terms of pricing, there are different opinions on the cost-effectiveness of the paid version, and some users think that the enterprise version is too expensive.   In terms of third-party integration, there is still room for optimization in connecting with some mainstream domestic systems (such as DingTalk and Enterprise WeChat).

• 6. Industry evaluation (1213 chars)

  media opinion Domestic technology media generally have positive reviews for Coze. Media such as Geek Park, Ai Faner, and 36 Krypton have repeatedly reported on Coze’s updated iterations and considered it a benchmark product for domestic AI Agent development platforms. The zero-code + plug-in ecosystem model is considered an effective path for the implementation of AI applications.   In the AI ​​Agent track from 2024 to 2025, Coze has formed a competitive pattern with Baidu Wenxinyiyan Agent, Alibaba Tongyi Qianwen Agent, Tencent Hunyuan Agent, etc. Coze’s differentiated advantage lies in the synergy of ByteDance’s ecosystem and its richer plug-in ecosystem.   competitive landscape Competition in the domestic AI Agent platform market is fierce. Coze’s main competitors include:   Baidu Wenxin Yiyan Agent: Relying on the Wenxin large model, it has unique advantages in search and knowledge graphs Alibaba Tongyi Qianwen Agent: Relying on the Alibaba Cloud ecosystem, it has deep accumulation in the field of enterprise services Tencent Hunyuan Agent: Relying on the Tencent ecosystem, it has unique advantages in social and content scenarios GPTs: The Agent platform launched by OpenAI has a high reputation in the global market   Coze’s differentiated advantage lies in Bytedance’s experience in content recommendation and short videos, as well as its in-depth support for domestic social platforms (WeChat, Feishu, etc.).

• 7. Controversies and Risks (811 chars)

  Data security controversy As a product of ByteDance, Coze’s data processing and privacy protection policies have attracted attention. Knowledge base documents uploaded by users need to be stored on the platform server, which has caused some companies to worry about data security. The platform states that it adopts strict data security measures, but enterprise users still need to evaluate compliance risks.   Content compliance risks AI robots may generate inappropriate content, and Coze has deployed a content security review mechanism. However, as the scale of users expands, how to effectively prevent and filter illegal content remains a continuing challenge.   Market competition risk Competition on the AI Agent platform track is fierce, and leading Internet companies are making plans one after another. Coze needs to continue investing in technology research and development and ecological construction to maintain its competitive advantage.

• 8. Applicable groups and usage suggestions (952 chars)

  Suitable for users Coze is suitable for the following user groups:   Enterprise developers: Development teams that need to quickly integrate AI capabilities into their business Content Creators: Creators who need automated content production assistance Small and medium-sized merchants: merchants who need intelligent customer service solutions Technology Enthusiasts: Individual users who are interested in exploring AI applications Educational institutions: schools and training institutions that need an AI teaching experiment platform   Not suitable for users Scenarios with extremely high requirements for AI effects (it is recommended to choose a customized development solution) Enterprise-level applications that require deep system integration (it is recommended to consider privatized deployment solutions) Users who have extremely strict requirements on data privacy   alternative If Coze cannot meet your needs, you can consider the following alternative products:   Baidu Wenxinyiyan Agent Alibaba Tongyi Qianwen Agent Tencent Hunyuan Agent OpenAI GPTs Dify (open source AI workflow platform)

• 9. Summarize (516 chars)

  Coze is a zero-code AI agent development platform launched by ByteDance. It has significant advantages in ease of use, plug-in ecology, and multi-platform release. Relying on ByteDance's technology accumulation and ecological resources, Coze provides domestic users with a convenient path to quickly build AI applications. For users with non-technical backgrounds and small and medium-sized enterprises, Coze is an AI development platform worth considering. However, Coze still has room for improvement in terms of support for complex scenarios, enterprise-level functions, and pricing strategies.

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• 

  BLsan

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  字节数据的归属一直让我犹豫，敏感业务我是不敢往上面放的。

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  郝珍欣

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  Coze Studio 开源能自部署接 Ollama，在意数据隐私的走这条路比在字节云上裸奔强多了。

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  lv924bbd

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  手机端能远程遥控电脑里的 Agent 处理本地文件，这点确实领先，通勤路上也能推进任务。不过目前多 Agent 协作只在文本和生图能用，编程跟视频项目还是单 Agent，希望早点放开。

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  JMyers_X

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  我们团队把扣子 3.0 的项目空间用在每周选题会上，调研 Agent 抓竞品动态、写作 Agent 出初稿、我负责拍板，比一个人硬扛快了一倍不止。不过创造性内容还是得自己来，AI 给的框架还行，真要它做判断、压观点它给不了，只能当前置环节的助手。

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  yellowpanda331

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  扣子 3.0 的多 Agent 协作是真香，回不去了。

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  Carter619

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  踩了个大坑提醒一下：扣子编程项目里我那个网站做到中后期，复杂度一上来 AI 就开始乱改代码，手动自动冲突、接口频繁报错，最离谱的是服务器经常中断得手动重启。每月光积分就烧了八万起步，还没免费功能，对话改一句都扣。复杂项目真别指望它能上线，做个 demo 验证思路还行。

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  ACollins_X

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  免费版每天那点额度太抠了，早上十点前就用完，想多测几个东西都得等第二天，迭代起来很憋屈。

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  y7cfd

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  做电商客服 Bot 实测：线索收集流程跑得挺顺，用户一次给多信息它能提取整理，高意向自动转人工。但分支一多、字段一多维护就头疼，复杂业务不建议把所有逻辑堆一个巨型工作流里，拆成子流程好维护得多。另外调试时记得开「Display result of each node」逐步看节点输出，死循环很烧积分。

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  AyşeÇevik

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  插件市场八百多个，搜索、天气、股票、翻译、画图基本全覆盖，发布还能一键到飞书微信，对国内办公场景确实友好。就是部分高级插件有次数限制，重度用户得自己算成本。

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  JJimenezQ

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  用扣子搭了个公众号自动回复机器人，知识库喂了 FAQ 文档，回答准确率还行，但用户口语化问法一多就容易跑偏，得反复调提示词才行。

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  DeFiLin_k

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  上手是真快，注册到跑通一个客服 Bot 不到十五分钟，小白也能玩。

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  Lucas87

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  Coze 2.5太香了，AI现在可以操作电脑和手机，直接交付结果

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  Philip.King46

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  零代码拖拽界面真的好用，非技术背景也能快速上手

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  BRmje

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  200多个插件基本覆盖了日常工作场景，知识库功能很实用

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  LonnieJohnson

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  工作流功能很强大，能够满足复杂的业务场景需求

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  Tina57

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  一键发布到多平台太方便了，豆包、飞书、微信都能直接用

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  Sandra.Wood_88927

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  和GPTs对比了一下，Coze的插件生态更丰富

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  JHughesIII

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  扣子2.5更新后功能更强了，搭建更简单

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  萧怡

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  企业用户表示很香，接入成本很低

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  TGomezJr

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  Skill功能太赞了，不会代码也能让AI帮忙干活

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  Zachary_Lewis_2022

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  对比了腾讯QClaw，Coze专注云端工作流编排，更适合构建复杂Bot

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  曾君

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  免费版额度够用，适合前期测试和小型项目

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  Susan_Roberts369

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  豆包大模型响应速度快，满足实时对话需求

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  KyleMurphyX

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  多模型支持很灵活，可以根据场景选合适的模型

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  Terry.Gutierrez520

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  平台稳定性好，服务可用性高

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  Bruce309

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  国内AI Agent平台里Coze算是标杆了

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  Cheryl.Hart_2021

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  新手引导和文档教程挺完善的

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  AbigailPowell_Max

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  和飞书集成很深，办公场景很方便

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  MeganRichardson_X80

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  第三方开发者也能提交插件，生态会越来越丰富

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  BenjaminPowell

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  复杂工作流的调试还是需要一定时间摸索

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