GPT-4o-mini 에이전트를 사용한 잠재 리드 자격 평가 및 고객 지원 자동화
이것은Lead Nurturing, AI Chatbot분야의자동화 워크플로우로, 16개의 노드를 포함합니다.주로 If, Set, Code, ManualTrigger, Agent 등의 노드를 사용하며. GPT-4o-mini 에이전트를 사용한 잠재 고객 자격 평가 및 고객 지원 자동화
- •OpenAI API Key
사용된 노드 (16)
{
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{
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"name": "'워크플로 테스트' 클릭 시",
"type": "n8n-nodes-base.manualTrigger",
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"parameters": {},
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{
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"name": "OpenAI Chat Model1",
"type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
"position": [
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"parameters": {
"model": {
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"mode": "list",
"value": "gpt-4o-mini"
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"credentials": {
"openAiApi": {
"id": "ghJTvay8CvwXDsXz",
"name": "OpenAi account"
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{
"id": "243b3744-ada2-4eaa-bcaf-3ae91e3a4441",
"name": "구조화된 출력 파서",
"type": "@n8n/n8n-nodes-langchain.outputParserStructured",
"position": [
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"parameters": {
"jsonSchemaExample": "{\n \"Name\": \"Alex Chen\",\n \"Is Good Lead\": \"No\",\n \"Reasoning\": \"The customer is interested in buying a single item for personal use.\"\n}\n"
},
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"name": "필드 편집1",
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"name": "Name",
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{
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"name": "Good Lead",
"type": "string",
"value": "={{$json[\"output\"][\"Is Good Lead\"]}}"
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{
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"name": "Reasoning",
"type": "string",
"value": "={{ $json.output.Reasoning }}"
}
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{
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"parameters": {
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"mode": "list",
"value": "gpt-4o-mini"
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"credentials": {
"openAiApi": {
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"name": "OpenAi account"
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},
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"name": "심플 메모리",
"type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
"position": [
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"parameters": {
"contextWindowLength": 10
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{
"id": "162bcc59-f8ac-4468-900a-a65f52320ec8",
"name": "스티키 노트",
"type": "n8n-nodes-base.stickyNote",
"position": [
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"parameters": {
"width": 1300,
"height": 500,
"content": "## Lead Qualifier Agent\n"
},
"typeVersion": 1
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{
"id": "45e03054-92b4-4fbb-a9f0-a65bd024f972",
"name": "스티키 노트1",
"type": "n8n-nodes-base.stickyNote",
"position": [
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"parameters": {
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"width": 1300,
"height": 540,
"content": "## Ecommerce Chatbot\n"
},
"typeVersion": 1
},
{
"id": "19c265f1-ac38-472f-a975-4674a42f89ef",
"name": "샘플 데이터 생성",
"type": "n8n-nodes-base.code",
"position": [
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"parameters": {
"jsCode": "return [\n {\n json: {\n name: \"Jordan Lee\",\n transcript: \"Hi, I'm looking to place a large order of custom mugs for an upcoming corporate event. Probably around 300 units.\"\n }\n },\n {\n json: {\n name: \"Alex Chen\",\n transcript: \"Do you sell just one of these backpacks? I’m shopping for my daughter.\"\n }\n },\n {\n json: {\n name: \"Samira Patel\",\n transcript: \"We’re exploring gifts for our team and might want to add a logo. What's your bulk pricing on notebooks?\"\n }\n },\n {\n json: {\n name: \"Marcus Grant\",\n transcript: \"Just checking shipping times for a single product before I order. Thanks.\"\n }\n }\n];\n"
},
"typeVersion": 2
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{
"id": "dbf6ef88-e1c3-4cd7-95e9-9fa47b2d81b4",
"name": "잠재 고객 심사 에이전트",
"type": "@n8n/n8n-nodes-langchain.agent",
"position": [
400,
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"parameters": {
"text": "=Name: {{$json[\"name\"]}}\nTranscript: {{$json[\"transcript\"]}}\n",
"options": {
"systemMessage": "You are a lead qualification assistant for an ecommerce store. Your job is to determine if a customer from a phone call is a good lead for a **bulk order**.\n\nIf they mention:\n- large quantities\n- logos\n- team gifts\n- events\n- wholesale\n- or any indication of buying in bulk\n\nThen classify them as a **good lead**. Otherwise, mark them as not a good lead.\n\nRespond only in valid JSON with:\n- \"Name\": customer’s name\n- \"Is Good Lead\": Yes or No\n- \"Reasoning\": short one-sentence reason"
},
"promptType": "define",
"hasOutputParser": true
},
"typeVersion": 1.8
},
{
"id": "ef1d7730-6945-4dc6-b8d1-0d8b48c29b10",
"name": "이커머스 챗봇",
"type": "@n8n/n8n-nodes-langchain.agent",
"position": [
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],
"parameters": {
"options": {
"systemMessage": "👋 Hi there! I'm your personal assistant here to help you with anything related to our ecommerce store.\n\nI can assist you with:\n- Product information\n- Bulk orders\n- Pricing questions\n- Customization options (like adding a logo)\n- Shipping times and return policies\n\nHere’s how I work:\n- I know the details of our products, pricing, and bulk order discounts.\n- I respond politely, professionally, and clearly.\n- If you're placing a bulk order, I’ll ask for the quantity you need, when you need it, and whether you have your artwork or logo ready.\n\n## Product Pricing (Standard Retail):\n- **Custom Notebook**: $12.00 each \n- **Eco Water Bottle**: $15.00 each \n- **Enamel Mug**: $10.00 each \n- **Canvas Tote Bag**: $14.00 each\n\n## Bulk Discount Tiers:\n- 50+ units: 10% off \n- 100+ units: 15% off \n- 250+ units: 20% off \n- 500+ units: 25% off \n*Discounts apply per product type and are automatically calculated.*\n\n## Shipping & Returns:\n- Standard shipping: 3–5 business days \n- Bulk orders may take 7–14 business days depending on customization\n- Returns accepted within 30 days for non-customized items\n\n## Rules:\n- Be honest and helpful\n- Never make up data or offer discounts outside the tiers above\n- If unsure about something, say a team member will follow up\n- If the customer mentions a bulk order, ask how many units they need and if they have artwork ready\n\n\n- if the customer has confirmed they want to place an order output ***** along with the response. \n\nJust ask your question, and I’ll take it from there!\n"
}
},
"typeVersion": 1.8
},
{
"id": "052a2f31-f0fa-41ff-be09-121b7ac2f9f1",
"name": "대화 완료 여부 테스트",
"type": "n8n-nodes-base.if",
"position": [
640,
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],
"parameters": {
"options": {},
"conditions": {
"options": {
"version": 2,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "strict"
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"combinator": "and",
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"operator": {
"type": "string",
"operation": "contains"
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"leftValue": "={{ $json.output }}",
"rightValue": "*****"
}
]
}
},
"typeVersion": 2.2
},
{
"id": "973fc612-a2ff-4105-8b58-ab1c22f171ba",
"name": "사용자 응답",
"type": "n8n-nodes-base.noOp",
"position": [
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],
"parameters": {},
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{
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"name": "대화 종료",
"type": "n8n-nodes-base.code",
"position": [
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],
"parameters": {
"jsCode": "let text = \"Your order has been placed\"\n\nreturn {text}\n \n "
},
"typeVersion": 2
},
{
"id": "d2055f0c-81ce-4b83-9541-12634e4fc75c",
"name": "스티키 노트2",
"type": "n8n-nodes-base.stickyNote",
"position": [
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],
"parameters": {
"color": 4,
"width": 680,
"height": 1060,
"content": "### Need help? \nEmail **rbreen@ynteractive.com**\n\n---\n\n### How to Install & Run\n\n1. **Import the workflow** \n - n8n → **Workflows → Import from File** (or **Paste JSON**) → **Save**\n\n2. **Add your OpenAI API key** \n - n8n → **Credentials → New → OpenAI API** \n - Paste the key from <https://platform.openai.com> \n - Select this credential in both **OpenAI Chat Model** nodes\n\n3. **(Optional) Choose another model** \n - Default model: **gpt‑4o‑mini** \n - Open each **OpenAI Chat Model** node → choose **GPT‑4o**, **GPT‑3.5‑turbo**, etc.\n\n4. **Test the Lead‑Qualifier Task Automator** \n - Click **Activate** \n - Press **Test workflow** \n - Sample transcripts run; each item returns JSON with **Name**, **Is Good Lead**, **Reasoning**\n\n5. **Test the Ecommerce Chatbot** \n - Copy the **Webhook URL** from **When chat message received** \n - POST example payload: \n ```json\n { \"message\": \"Hi, do you offer discounts if I buy 120 notebooks?\" }\n ``` \n - Chatbot replies with pricing details \n - If the response contains `*****`, the **If** node sends: **“Your order has been placed”**\n\n---\n\n### Customization Ideas\n\n- Edit prompts to change lead‑qualification rules or chatbot dialogue \n- Add Google Sheets, Airtable, or database nodes to store qualified leads \n- Integrate inventory, shipping, or payment APIs \n- Adjust the **Simple Memory** node’s window size to remember more conversation context\n"
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}이 워크플로우를 어떻게 사용하나요?
위의 JSON 구성 코드를 복사하여 n8n 인스턴스에서 새 워크플로우를 생성하고 "JSON에서 가져오기"를 선택한 후, 구성을 붙여넣고 필요에 따라 인증 설정을 수정하세요.
이 워크플로우는 어떤 시나리오에 적합한가요?
고급 - 리드 육성, AI 챗봇
유료인가요?
이 워크플로우는 완전히 무료이며 직접 가져와 사용할 수 있습니다. 다만, 워크플로우에서 사용하는 타사 서비스(예: OpenAI API)는 사용자 직접 비용을 지불해야 할 수 있습니다.
관련 워크플로우 추천
Robert Breen
@rbreenProfessional services consultant with over 10 years of experience solving complex business problems across industries. I specialize in n8n and process automation—designing custom workflows that integrate tools like Google Calendar, Airtable, GPT, and internal systems. Whether you need to automate scheduling, sync data, or streamline operations, I build solutions that save time and drive results.
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