8
n8n 中文网amn8n.com

CCO Agent与客户成功团队

高级

这是一个CRM, AI Chatbot领域的自动化工作流，包含 18 个节点。主要使用 Agent, AgentTool, ToolThink, ChatTrigger, LmChatOpenAi 等节点。 使用O3和GPT-4.1-mini多智能体AI团队最大化客户成功

前置要求
  • •OpenAI API Key

使用的节点 (18)

StickyNote
Agent
AgentTool
ToolThink
ChatTrigger
LmChatOpenAi

分类

客户关系管理
AI 聊天机器人
工作流预览
可视化展示节点连接关系，支持缩放和平移
React Flow
导出工作流
复制以下 JSON 配置到 n8n 导入，即可使用此工作流
{
  "meta": {
    "instanceId": "12e6f290a974a1eee154f8d915aade185e90e826260e6aeab8a087ba7386a1bc",
    "templateCredsSetupCompleted": true
  },
  "name": "CCO Agent with Customer Success Team",
  "nodes": [
    {
      "id": "cs-chat-trigger",
      "name": "When chat message received",
      "type": "@n8n/n8n-nodes-langchain.chatTrigger",
      "position": [
        -2864,
        -576
      ],
      "webhookId": "cs-webhook-id",
      "parameters": {
        "options": {}
      },
      "typeVersion": 1.1
    },
    {
      "id": "cco-agent",
      "name": "CCO Agent",
      "type": "@n8n/n8n-nodes-langchain.agent",
      "position": [
        -2640,
        -816
      ],
      "parameters": {
        "options": {}
      },
      "typeVersion": 2.1
    },
    {
      "id": "cs-think",
      "name": "Think",
      "type": "@n8n/n8n-nodes-langchain.toolThink",
      "position": [
        -2512,
        -496
      ],
      "parameters": {},
      "typeVersion": 1.1
    },
    {
      "id": "onboarding-agent",
      "name": "Customer Onboarding Specialist",
      "type": "@n8n/n8n-nodes-langchain.agentTool",
      "position": [
        -2240,
        -96
      ],
      "parameters": {
        "text": "={{ $fromAI('Prompt__User_Message_', ``, 'string') }}",
        "options": {},
        "toolDescription": "call this AI Agent that specializes in customer onboarding, implementation planning, and new user success workflows"
      },
      "typeVersion": 2.2
    },
    {
      "id": "support-agent",
      "name": "Customer Support Specialist",
      "type": "@n8n/n8n-nodes-langchain.agentTool",
      "position": [
        -1280,
        -704
      ],
      "parameters": {
        "text": "={{ $fromAI('Prompt__User_Message_', ``, 'string') }}",
        "options": {},
        "toolDescription": "call this AI Agent that specializes in customer support, issue resolution, knowledge base creation, and helpdesk operations"
      },
      "typeVersion": 2.2
    },
    {
      "id": "health-agent",
      "name": "Customer Health Analyst",
      "type": "@n8n/n8n-nodes-langchain.agentTool",
      "position": [
        -1840,
        -304
      ],
      "parameters": {
        "text": "={{ $fromAI('Prompt__User_Message_', ``, 'string') }}",
        "options": {},
        "toolDescription": "call this AI Agent that specializes in customer health scoring, churn prediction, and retention analytics"
      },
      "typeVersion": 2.2
    },
    {
      "id": "expansion-agent",
      "name": "Account Expansion Specialist",
      "type": "@n8n/n8n-nodes-langchain.agentTool",
      "position": [
        -1328,
        -80
      ],
      "parameters": {
        "text": "={{ $fromAI('Prompt__User_Message_', ``, 'string') }}",
        "options": {},
        "toolDescription": "call this AI Agent that specializes in upselling, cross-selling, account growth, and expansion opportunities"
      },
      "typeVersion": 2.2
    },
    {
      "id": "training-agent",
      "name": "Customer Training Specialist",
      "type": "@n8n/n8n-nodes-langchain.agentTool",
      "position": [
        -1744,
        -1024
      ],
      "parameters": {
        "text": "={{ $fromAI('Prompt__User_Message_', ``, 'string') }}",
        "options": {},
        "toolDescription": "call this AI Agent that specializes in customer training programs, educational content, and user adoption strategies"
      },
      "typeVersion": 2.2
    },
    {
      "id": "retention-agent",
      "name": "Customer Retention Specialist",
      "type": "@n8n/n8n-nodes-langchain.agentTool",
      "position": [
        -1344,
        -1264
      ],
      "parameters": {
        "text": "={{ $fromAI('Prompt__User_Message_', ``, 'string') }}",
        "options": {},
        "toolDescription": "call this AI Agent that specializes in churn prevention, renewal strategies, and customer loyalty programs"
      },
      "typeVersion": 2.2
    },
    {
      "id": "cco-model",
      "name": "OpenAI Chat Model CCO",
      "type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
      "position": [
        -2672,
        -496
      ],
      "parameters": {
        "model": {
          "__rl": true,
          "mode": "list",
          "value": "o3",
          "cachedResultName": "o3"
        },
        "options": {}
      },
      "credentials": {
        "openAiApi": {
          "id": "YOUR_OPENAI_CREDENTIAL_ID",
          "name": "OpenAI account"
        }
      },
      "typeVersion": 1.2
    },
    {
      "id": "onboarding-model",
      "name": "OpenAI Chat Model1",
      "type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
      "position": [
        -2208,
        368
      ],
      "parameters": {
        "model": {
          "__rl": true,
          "mode": "list",
          "value": "gpt-4.1-mini"
        },
        "options": {}
      },
      "credentials": {
        "openAiApi": {
          "id": "YOUR_OPENAI_CREDENTIAL_ID",
          "name": "OpenAI account"
        }
      },
      "typeVersion": 1.2
    },
    {
      "id": "support-model",
      "name": "OpenAI Chat Model2",
      "type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
      "position": [
        -1312,
        -496
      ],
      "parameters": {
        "model": {
          "__rl": true,
          "mode": "list",
          "value": "gpt-4.1-mini"
        },
        "options": {}
      },
      "credentials": {
        "openAiApi": {
          "id": "YOUR_OPENAI_CREDENTIAL_ID",
          "name": "OpenAI account"
        }
      },
      "typeVersion": 1.2
    },
    {
      "id": "health-model",
      "name": "OpenAI Chat Model3",
      "type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
      "position": [
        -1824,
        -144
      ],
      "parameters": {
        "model": {
          "__rl": true,
          "mode": "list",
          "value": "gpt-4.1-mini"
        },
        "options": {}
      },
      "credentials": {
        "openAiApi": {
          "id": "YOUR_OPENAI_CREDENTIAL_ID",
          "name": "OpenAI account"
        }
      },
      "typeVersion": 1.2
    },
    {
      "id": "expansion-model",
      "name": "OpenAI Chat Model4",
      "type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
      "position": [
        -1328,
        96
      ],
      "parameters": {
        "model": {
          "__rl": true,
          "mode": "list",
          "value": "gpt-4.1-mini"
        },
        "options": {}
      },
      "credentials": {
        "openAiApi": {
          "id": "YOUR_OPENAI_CREDENTIAL_ID",
          "name": "OpenAI account"
        }
      },
      "typeVersion": 1.2
    },
    {
      "id": "training-model",
      "name": "OpenAI Chat Model5",
      "type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
      "position": [
        -1776,
        -768
      ],
      "parameters": {
        "model": {
          "__rl": true,
          "mode": "list",
          "value": "gpt-4.1-mini"
        },
        "options": {}
      },
      "credentials": {
        "openAiApi": {
          "id": "YOUR_OPENAI_CREDENTIAL_ID",
          "name": "OpenAI account"
        }
      },
      "typeVersion": 1.2
    },
    {
      "id": "retention-model",
      "name": "OpenAI Chat Model6",
      "type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
      "position": [
        -1312,
        -944
      ],
      "parameters": {
        "model": {
          "__rl": true,
          "mode": "list",
          "value": "gpt-4.1-mini"
        },
        "options": {}
      },
      "credentials": {
        "openAiApi": {
          "id": "YOUR_OPENAI_CREDENTIAL_ID",
          "name": "OpenAI account"
        }
      },
      "typeVersion": 1.2
    },
    {
      "id": "cs-header-sticky",
      "name": "Sticky Note Header",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -3808,
        -880
      ],
      "parameters": {
        "color": 3,
        "width": 580,
        "height": 320,
        "content": "=======================================\n        CCO AGENT WITH CUSTOMER SUCCESS TEAM\n=======================================\nFor any questions or support, please contact:\n    Yaron@nofluff.online\n\nExplore more tips and tutorials here:\n   - YouTube: https://www.youtube.com/@YaronBeen/videos\n   - LinkedIn: https://www.linkedin.com/in/yaronbeen/\n======================================="
      },
      "typeVersion": 1
    },
    {
      "id": "cs-main-sticky",
      "name": "Sticky Note Main",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -3808,
        -544
      ],
      "parameters": {
        "color": 3,
        "width": 740,
        "height": 2500,
        "content": "## 🤝 **CCO AGENT WITH CUSTOMER SUCCESS TEAM - AI WORKFLOW**\n\n**🔥 Powered by OpenAI O3 & GPT-4.1-mini Multi-Agent System**\n\n#CustomerSuccess #CustomerExperience #n8nWorkflows #OpenAI #CustomerRetention\n\n---\n\n### 📝 **Overview**\n\nThis multi-agent n8n automation creates a comprehensive customer success department. A strategic CCO agent receives your customer requests, analyzes customer needs, and coordinates specialized agents for onboarding, support, health monitoring, expansion, training, and retention—delivering exceptional customer experiences with AI efficiency.\n\n---\n\n### ⚙️ **How It Works**\n\n1. **Chat trigger** receives customer success requests (e.g., \"Create onboarding plan for enterprise customers\")\n2. **CCO Agent** (O3) analyzes customer strategy and determines approach\n3. Delegates to specialist agents:\n   - Customer Onboarding Specialist\n   - Customer Support Specialist\n   - Customer Health Analyst\n   - Account Expansion Specialist\n   - Customer Training Specialist\n   - Customer Retention Specialist\n4. Each agent uses **GPT-4.1-mini** for specialized execution\n5. Results compiled into comprehensive customer success deliverables\n\n---\n\n### 👥 **Meet Your AI Customer Success Team**\n\n| Agent | Purpose | Model | Output |\n|-------|---------|-------|--------|\n| 🤝 **CCO Agent** | Customer strategy & team coordination | O3 | Strategic customer oversight |\n| 🚀 **Onboarding Specialist** | Implementation, setup, first value | GPT-4.1-mini | Onboarding plans |\n| 🎧 **Support Specialist** | Issue resolution, knowledge base | GPT-4.1-mini | Support solutions |\n| 💚 **Health Analyst** | Customer health, churn prediction | GPT-4.1-mini | Health insights |\n| 📈 **Expansion Specialist** | Upsells, cross-sells, growth | GPT-4.1-mini | Growth opportunities |\n| 🎓 **Training Specialist** | Education, adoption, best practices | GPT-4.1-mini | Training programs |\n| 🔄 **Retention Specialist** | Renewal, loyalty, churn prevention | GPT-4.1-mini | Retention strategies |\n\n---\n\n### 💡 **Use Cases**\n\n- **Customer Onboarding**: Welcome → Setup → Training → First Success\n- **Support Operations**: Ticket resolution → Knowledge base → Escalation procedures\n- **Health Monitoring**: Usage tracking → Risk identification → Proactive outreach\n- **Account Expansion**: Opportunity identification → Upsell campaigns → Cross-sell strategies\n- **Customer Education**: Training programs → Best practices → User adoption\n- **Retention Programs**: Renewal strategies → Loyalty programs → Win-back campaigns\n\n---\n\n### 💸 **Cost Optimization**\n\n- **O3 for CCO**: Strategic customer decisions only\n- **GPT-4.1-mini for execution**: 90% cost reduction\n- **Parallel processing**: All specialists work simultaneously\n- **Template reuse**: Leverage proven customer success frameworks\n\n---\n\n### 🏷️ **Tags**\n\n#CustomerSuccess #CustomerExperience #CustomerOnboarding #CustomerSupport #CustomerRetention\n#AccountExpansion #CustomerHealth #ChurnPrevention #CustomerTraining #CustomerLoyalty\n#n8n #OpenAI #MultiAgentSystem #CustomerOps #CSM #CustomerJourney"
      },
      "typeVersion": 1
    }
  ],
  "connections": {
    "cs-think": {
      "ai_tool": [
        [
          {
            "node": "cco-agent",
            "type": "ai_tool",
            "index": 0
          }
        ]
      ]
    },
    "onboarding-model": {
      "ai_languageModel": [
        [
          {
            "node": "onboarding-agent",
            "type": "ai_languageModel",
            "index": 0
          }
        ]
      ]
    },
    "support-model": {
      "ai_languageModel": [
        [
          {
            "node": "support-agent",
            "type": "ai_languageModel",
            "index": 0
          }
        ]
      ]
    },
    "health-model": {
      "ai_languageModel": [
        [
          {
            "node": "health-agent",
            "type": "ai_languageModel",
            "index": 0
          }
        ]
      ]
    },
    "expansion-model": {
      "ai_languageModel": [
        [
          {
            "node": "expansion-agent",
            "type": "ai_languageModel",
            "index": 0
          }
        ]
      ]
    },
    "training-model": {
      "ai_languageModel": [
        [
          {
            "node": "training-agent",
            "type": "ai_languageModel",
            "index": 0
          }
        ]
      ]
    },
    "retention-model": {
      "ai_languageModel": [
        [
          {
            "node": "retention-agent",
            "type": "ai_languageModel",
            "index": 0
          }
        ]
      ]
    },
    "cco-model": {
      "ai_languageModel": [
        [
          {
            "node": "cco-agent",
            "type": "ai_languageModel",
            "index": 0
          }
        ]
      ]
    },
    "health-agent": {
      "ai_tool": [
        [
          {
            "node": "cco-agent",
            "type": "ai_tool",
            "index": 0
          }
        ]
      ]
    },
    "cs-chat-trigger": {
      "main": [
        [
          {
            "node": "cco-agent",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "support-agent": {
      "ai_tool": [
        [
          {
            "node": "cco-agent",
            "type": "ai_tool",
            "index": 0
          }
        ]
      ]
    },
    "expansion-agent": {
      "ai_tool": [
        [
          {
            "node": "cco-agent",
            "type": "ai_tool",
            "index": 0
          }
        ]
      ]
    },
    "training-agent": {
      "ai_tool": [
        [
          {
            "node": "cco-agent",
            "type": "ai_tool",
            "index": 0
          }
        ]
      ]
    },
    "retention-agent": {
      "ai_tool": [
        [
          {
            "node": "cco-agent",
            "type": "ai_tool",
            "index": 0
          }
        ]
      ]
    },
    "onboarding-agent": {
      "ai_tool": [
        [
          {
            "node": "cco-agent",
            "type": "ai_tool",
            "index": 0
          }
        ]
      ]
    }
  }
}
常见问题

如何使用这个工作流？

复制上方的 JSON 配置代码，在您的 n8n 实例中创建新工作流并选择「从 JSON 导入」，粘贴配置后根据需要修改凭证设置即可。

这个工作流适合什么场景？

高级 - 客户关系管理, AI 聊天机器人

需要付费吗？

本工作流完全免费，您可以直接导入使用。但请注意，工作流中使用的第三方服务（如 OpenAI API）可能需要您自行付费。

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工作流信息
难度等级
高级
节点数量18
分类2
节点类型6
难度说明

适合高级用户，包含 16+ 个节点的复杂工作流

作者
Yaron Been

Yaron Been

@yaron-nofluff

Building AI Agents and Automations | Growth Marketer | Entrepreneur | Book Author & Podcast Host If you need any help with Automations, feel free to reach out via linkedin: https://www.linkedin.com/in/yaronbeen/ And check out my Youtube channel: https://www.youtube.com/@YaronBeen/videos

外部链接
在 n8n.io 查看 →

分享此工作流

分类

多模态 AI
1540
人工智能
1108
内容创作
695
AI 摘要总结
516
营销
419
AI 聊天机器人
251
工程
241
市场调研
203
杂项
193
其他
176
销售
162
IT 运维
156
文档提取
147
AI RAG 检索增强
146
构建模块
144
社交媒体
137
潜在客户开发
125
个人效率
117
开发运维
111
人力资源
101
客户支持
97
客户培育
87
客户关系管理
82
财务
81
产品
77
客服机器人
76
设计
70
工单管理
67
安全运维
57
发票处理
53
加密货币交易
49
文件管理
39
项目管理
35
内部知识库
32

分类: 34