AutomationFlowsAI & RAG › Build Complete Sales Department with Openai Multi-agent Team & Cso Orchestration

Build Complete Sales Department with Openai Multi-agent Team & Cso Orchestration

ByYaron Been @yaron-nofluff on n8n.io

Complete AI-powered sales department with a Chief Sales Officer (CSO) agent orchestrating specialized sales team members for comprehensive revenue operations and sales automation.

Chat trigger trigger★★★★☆ complexityAI-powered18 nodesChat TriggerAgentTool ThinkAgent ToolOpenAI Chat
AI & RAG Trigger: Chat trigger Nodes: 18 Complexity: ★★★★☆ AI nodes: yes Added:

This workflow corresponds to n8n.io template #6902 — we link there as the canonical source.

This workflow follows the Agent → Agenttool recipe pattern — see all workflows that pair these two integrations.

The workflow JSON

Copy or download the full n8n JSON below. Paste it into a new n8n workflow, add your credentials, activate. Full import guide →

Download .json
{
  "meta": {
    "templateCredsSetupCompleted": true
  },
  "name": "CSO Agent with Sales Team",
  "nodes": [
    {
      "id": "sales-chat-trigger",
      "name": "When chat message received",
      "type": "@n8n/n8n-nodes-langchain.chatTrigger",
      "position": [
        -2864,
        -576
      ],
      "parameters": {
        "options": {}
      },
      "typeVersion": 1.1
    },
    {
      "id": "cso-agent",
      "name": "CSO Agent",
      "type": "@n8n/n8n-nodes-langchain.agent",
      "position": [
        -2640,
        -816
      ],
      "parameters": {
        "options": {}
      },
      "typeVersion": 2.1
    },
    {
      "id": "sales-think",
      "name": "Think",
      "type": "@n8n/n8n-nodes-langchain.toolThink",
      "position": [
        -2512,
        -496
      ],
      "parameters": {},
      "typeVersion": 1.1
    },
    {
      "id": "lead-gen-agent",
      "name": "Lead Generation 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 lead generation, prospect research, cold outreach strategies, and lead qualification"
      },
      "typeVersion": 2.2
    },
    {
      "id": "sales-copy-agent",
      "name": "Sales Copywriter",
      "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 sales copy, proposals, pitch decks, and sales collateral"
      },
      "typeVersion": 2.2
    },
    {
      "id": "proposal-agent",
      "name": "Proposal & Contract Specialist",
      "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 creating proposals, contracts, terms negotiation, and deal structuring"
      },
      "typeVersion": 2.2
    },
    {
      "id": "objection-agent",
      "name": "Objection Handler",
      "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 handling sales objections, creating objection responses, and closing techniques"
      },
      "typeVersion": 2.2
    },
    {
      "id": "demo-agent",
      "name": "Demo & Presentation Expert",
      "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 demo scripts, presentation materials, and sales call preparation"
      },
      "typeVersion": 2.2
    },
    {
      "id": "followup-agent",
      "name": "Follow-up & Nurture 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 follow-up sequences, nurture campaigns, and relationship building"
      },
      "typeVersion": 2.2
    },
    {
      "id": "cso-model",
      "name": "OpenAI Chat Model CSO",
      "type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
      "position": [
        -2672,
        -496
      ],
      "parameters": {
        "model": {
          "__rl": true,
          "mode": "list",
          "value": "o3",
          "cachedResultName": "o3"
        },
        "options": {}
      },
      "credentials": {
        "openAiApi": {
          "name": "<your credential>"
        }
      },
      "typeVersion": 1.2
    },
    {
      "id": "lead-gen-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": {
          "name": "<your credential>"
        }
      },
      "typeVersion": 1.2
    },
    {
      "id": "sales-copy-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": {
          "name": "<your credential>"
        }
      },
      "typeVersion": 1.2
    },
    {
      "id": "proposal-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": {
          "name": "<your credential>"
        }
      },
      "typeVersion": 1.2
    },
    {
      "id": "objection-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": {
          "name": "<your credential>"
        }
      },
      "typeVersion": 1.2
    },
    {
      "id": "demo-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": {
          "name": "<your credential>"
        }
      },
      "typeVersion": 1.2
    },
    {
      "id": "followup-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": {
          "name": "<your credential>"
        }
      },
      "typeVersion": 1.2
    },
    {
      "id": "sales-header-sticky",
      "name": "Sticky Note Header",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -3808,
        -880
      ],
      "parameters": {
        "color": 6,
        "width": 580,
        "height": 320,
        "content": "=======================================\n        CSO AGENT WITH SALES 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": "sales-main-sticky",
      "name": "Sticky Note Main",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -3808,
        -544
      ],
      "parameters": {
        "color": 6,
        "width": 740,
        "height": 2500,
        "content": "## \ud83c\udfaf **CSO AGENT WITH SALES TEAM - AI WORKFLOW**\n\n**\ud83d\udd25 Powered by OpenAI O3 & GPT-4.1-mini Multi-Agent System**\n\n#SalesAutomation #RevenueOps #n8nWorkflows #OpenAI #SalesAI\n\n---\n\n### \ud83d\udcdd **Overview**\n\nThis multi-agent n8n automation creates a complete AI sales department. A strategic CSO agent receives your chat input, analyzes revenue opportunities, and delegates to specialized sales agents for lead generation, copywriting, proposals, objection handling, demos, and follow-up\u2014delivering end-to-end sales support with minimal human intervention.\n\n---\n\n### \u2699\ufe0f **How It Works**\n\n1. **Chat trigger** receives sales requests (e.g., \"Create a complete B2B SaaS sales campaign\")\n2. **CSO Agent** (O3) analyzes opportunity and determines sales strategy\n3. Delegates to specialist agents:\n   - Lead Generation Specialist\n   - Sales Copywriter\n   - Proposal & Contract Specialist\n   - Objection Handler\n   - Demo & Presentation Expert\n   - Follow-up & Nurture Specialist\n4. Each agent uses **GPT-4.1-mini** for rapid execution\n5. Results integrated with CRM or delivered directly\n\n---\n\n### \ud83d\udc65 **Meet Your AI Sales Team**\n\n| Agent | Purpose | Model | Output |\n|-------|---------|-------|--------|\n| \ud83c\udfaf **CSO Agent** | Sales strategy & team coordination | O3 | Revenue command center |\n| \ud83d\udd0d **Lead Gen Specialist** | Prospecting, research, qualification | GPT-4.1-mini | High-quality leads |\n| \u270d\ufe0f **Sales Copywriter** | Pitch decks, proposals, collateral | GPT-4.1-mini | Persuasive content |\n| \ud83d\udcc4 **Proposal Specialist** | Contracts, terms, deal structure | GPT-4.1-mini | Professional proposals |\n| \ud83d\udee1\ufe0f **Objection Handler** | Responses, closing techniques | GPT-4.1-mini | Objection playbooks |\n| \ud83c\udfac **Demo Expert** | Presentation scripts, call prep | GPT-4.1-mini | Demo materials |\n| \ud83d\udcde **Follow-up Specialist** | Nurture sequences, relationship building | GPT-4.1-mini | Engagement campaigns |\n\n---\n\n### \ud83d\udca1 **Use Cases**\n\n- **Complete Sales Funnels**: Lead gen \u2192 Qualification \u2192 Demo \u2192 Proposal \u2192 Close\n- **Account-Based Sales**: Personalized outreach for enterprise accounts\n- **Product Launch Sales**: Go-to-market strategy with full sales enablement\n- **Objection Playbooks**: Handle every common objection with proven responses\n- **Demo Optimization**: Create compelling presentations for any audience\n- **Follow-up Automation**: Never lose a lead with systematic nurturing\n\n---\n\n### \ud83d\udcb8 **Cost Optimization**\n\n- **O3 for CSO**: Strategic sales decisions only\n- **GPT-4.1-mini for execution**: 90% cost reduction\n- **Parallel processing**: All specialists work simultaneously\n- **Template library**: Reuse proven sales assets\n\n---\n\n### \ud83c\udff7\ufe0f **Tags**\n\n#SalesOps #LeadGeneration #SalesEnablement #RevenueGrowth #SalesAutomation\n#B2BSales #SalesStrategy #ProposalAutomation #DemoOptimization #SalesAI\n#n8n #OpenAI #MultiAgentSystem #SalesTech #RevOps #PipelineAutomation"
      },
      "typeVersion": 1
    }
  ],
  "connections": {
    "Think": {
      "ai_tool": [
        [
          {
            "node": "CSO Agent",
            "type": "ai_tool",
            "index": 0
          }
        ]
      ]
    },
    "Sales Copywriter": {
      "ai_tool": [
        [
          {
            "node": "CSO Agent",
            "type": "ai_tool",
            "index": 0
          }
        ]
      ]
    },
    "Objection Handler": {
      "ai_tool": [
        [
          {
            "node": "CSO Agent",
            "type": "ai_tool",
            "index": 0
          }
        ]
      ]
    },
    "OpenAI Chat Model1": {
      "ai_languageModel": [
        [
          {
            "node": "Lead Generation Specialist",
            "type": "ai_languageModel",
            "index": 0
          }
        ]
      ]
    },
    "OpenAI Chat Model2": {
      "ai_languageModel": [
        [
          {
            "node": "Sales Copywriter",
            "type": "ai_languageModel",
            "index": 0
          }
        ]
      ]
    },
    "OpenAI Chat Model3": {
      "ai_languageModel": [
        [
          {
            "node": "Proposal & Contract Specialist",
            "type": "ai_languageModel",
            "index": 0
          }
        ]
      ]
    },
    "OpenAI Chat Model4": {
      "ai_languageModel": [
        [
          {
            "node": "Objection Handler",
            "type": "ai_languageModel",
            "index": 0
          }
        ]
      ]
    },
    "OpenAI Chat Model5": {
      "ai_languageModel": [
        [
          {
            "node": "Demo & Presentation Expert",
            "type": "ai_languageModel",
            "index": 0
          }
        ]
      ]
    },
    "OpenAI Chat Model6": {
      "ai_languageModel": [
        [
          {
            "node": "Follow-up & Nurture Specialist",
            "type": "ai_languageModel",
            "index": 0
          }
        ]
      ]
    },
    "OpenAI Chat Model CSO": {
      "ai_languageModel": [
        [
          {
            "node": "CSO Agent",
            "type": "ai_languageModel",
            "index": 0
          }
        ]
      ]
    },
    "Demo & Presentation Expert": {
      "ai_tool": [
        [
          {
            "node": "CSO Agent",
            "type": "ai_tool",
            "index": 0
          }
        ]
      ]
    },
    "Lead Generation Specialist": {
      "ai_tool": [
        [
          {
            "node": "CSO Agent",
            "type": "ai_tool",
            "index": 0
          }
        ]
      ]
    },
    "When chat message received": {
      "main": [
        [
          {
            "node": "CSO Agent",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Follow-up & Nurture Specialist": {
      "ai_tool": [
        [
          {
            "node": "CSO Agent",
            "type": "ai_tool",
            "index": 0
          }
        ]
      ]
    },
    "Proposal & Contract Specialist": {
      "ai_tool": [
        [
          {
            "node": "CSO Agent",
            "type": "ai_tool",
            "index": 0
          }
        ]
      ]
    }
  }
}

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About this workflow

Complete AI-powered sales department with a Chief Sales Officer (CSO) agent orchestrating specialized sales team members for comprehensive revenue operations and sales automation.

Source: https://n8n.io/workflows/6902/ — original creator credit. Request a take-down →

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