AI个性化多产品邮件营销
高级
这是一个Sales, AI, Marketing领域的自动化工作流，包含 41 个节点。主要使用 If, Code, Wait, Gmail, Filter 等节点，结合人工智能技术实现智能自动化。 基于SMTP轮换的AI个性化多产品邮件营销（GPT-4o/o3-mini）
前置要求
- •Google 账号和 Gmail API 凭证
- •可能需要目标 API 的认证凭证
- •OpenAI API Key
使用的节点 (41)
工作流预览
可视化展示节点连接关系，支持缩放和平移
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": "4786bf0f18c0e8e92c361de5a158cabf4eb0bb3b9c113091b054ff26e359a029",
"templateCredsSetupCompleted": true
},
"nodes": [
{
"id": "2bbfcb6a-940c-49ee-848a-65516c28b24f",
"name": "从 Google 搜索中提取 URL",
"type": "n8n-nodes-base.code",
"position": [
1240,
260
],
"parameters": {},
"typeVersion": 2
},
{
"id": "2f089fa5-d328-4cad-ba18-b099d0db828e",
"name": "移除重复 URL",
"type": "n8n-nodes-base.removeDuplicates",
"onError": "continueErrorOutput",
"position": [
2120,
180
],
"parameters": {},
"typeVersion": 1.1,
"alwaysOutputData": true
},
{
"id": "0c4f7004-a7bd-4233-b20e-bd7a96c20bd8",
"name": "移除重复电子邮件",
"type": "n8n-nodes-base.removeDuplicates",
"onError": "continueErrorOutput",
"position": [
2000,
1180
],
"parameters": {},
"typeVersion": 1.1
},
{
"id": "3c7bff6c-28f9-4d95-9e97-68e69c274931",
"name": "将电子邮件拆分为项目",
"type": "n8n-nodes-base.splitOut",
"onError": "continueRegularOutput",
"position": [
1380,
940
],
"parameters": {},
"typeVersion": 1,
"alwaysOutputData": true
},
{
"id": "77624839-8afe-47c4-ad2d-6f10da785dca",
"name": "聚合电子邮件列表",
"type": "n8n-nodes-base.aggregate",
"onError": "continueErrorOutput",
"position": [
1000,
940
],
"parameters": {},
"typeVersion": 1
},
{
"id": "0ca87cc7-2112-46c4-9f5e-5229687624e4",
"name": "搜索 Google Maps",
"type": "n8n-nodes-base.httpRequest",
"position": [
880,
260
],
"parameters": {},
"typeVersion": 4.2
},
{
"id": "4f3d81c4-ea82-48c5-9b84-8afc6e458ac3",
"name": "过滤掉 Google/Schema URL",
"type": "n8n-nodes-base.filter",
"onError": "continueRegularOutput",
"position": [
1540,
240
],
"parameters": {},
"typeVersion": 2.2,
"alwaysOutputData": false
},
{
"id": "8e23dc4c-a801-4114-8a59-618b85efb6e1",
"name": "循环遍历唯一 URL",
"type": "n8n-nodes-base.splitInBatches",
"onError": "continueRegularOutput",
"position": [
2620,
360
],
"parameters": {},
"typeVersion": 3,
"alwaysOutputData": false
},
{
"id": "4b7f2746-aad4-4105-ad42-988ed2d2161d",
"name": "获取网站内容（通过 URL）",
"type": "n8n-nodes-base.httpRequest",
"onError": "continueRegularOutput",
"position": [
3060,
480
],
"parameters": {},
"typeVersion": 4.2,
"alwaysOutputData": false
},
{
"id": "2ac85d70-e59c-4e61-a859-fa56256176ef",
"name": "循环遍历网站内容批次",
"type": "n8n-nodes-base.splitInBatches",
"onError": "continueRegularOutput",
"position": [
700,
940
],
"parameters": {},
"executeOnce": false,
"typeVersion": 3,
"alwaysOutputData": false
},
{
"id": "3e1b74a7-990d-44ac-b5ba-6174096d5347",
"name": "提取和过滤电子邮件",
"type": "n8n-nodes-base.code",
"onError": "continueRegularOutput",
"position": [
860,
1120
],
"parameters": {},
"typeVersion": 2,
"alwaysOutputData": true
},
{
"id": "aea3cd69-adf5-4694-b331-f7f36a2c1cdd",
"name": "循环遍历搜索查询",
"type": "n8n-nodes-base.splitInBatches",
"position": [
260,
240
],
"parameters": {},
"typeVersion": 3
},
{
"id": "46c01643-a99b-4d62-85f1-ddeb79c0c781",
"name": "在 Google 搜索前等待",
"type": "n8n-nodes-base.wait",
"position": [
600,
260
],
"webhookId": "32ec8dc4-ed5a-40c8-815a-b892fa400908",
"parameters": {},
"typeVersion": 1.1
},
{
"id": "f37d04cc-5829-4b7a-8c00-2e20a5b045ae",
"name": "处理 AI 生成的查询",
"type": "n8n-nodes-base.code",
"position": [
20,
180
],
"parameters": {},
"typeVersion": 2,
"alwaysOutputData": true
},
{
"id": "d9964fd4-ccd2-4cdd-9ab1-6ae585e87e0a",
"name": "生成 Google Maps 查询（OpenAI）",
"type": "@n8n/n8n-nodes-langchain.openAi",
"position": [
-440,
180
],
"parameters": {},
"executeOnce": false,
"typeVersion": 1.4,
"alwaysOutputData": true
},
{
"id": "de4f2577-7409-4785-a6b1-ba80348dea0e",
"name": "从电子邮件中提取域名",
"type": "n8n-nodes-base.code",
"position": [
960,
1840
],
"parameters": {},
"typeVersion": 2,
"alwaysOutputData": true
},
{
"id": "d4497c99-b6c9-4d69-bc95-2f96869f1b59",
"name": "循环遍历唯一电子邮件",
"type": "n8n-nodes-base.splitInBatches",
"position": [
540,
1840
],
"parameters": {},
"typeVersion": 3
},
{
"id": "e71ee458-1b74-4f60-b5e4-d54c88bedb61",
"name": "抓取网站内容（Jina.ai）",
"type": "n8n-nodes-base.httpRequest",
"onError": "continueRegularOutput",
"position": [
1240,
1840
],
"parameters": {},
"typeVersion": 4.2,
"alwaysOutputData": true
},
{
"id": "c84a0ae2-9c6b-4013-9e2f-ce2ecd45e064",
"name": "检查抓取错误",
"type": "n8n-nodes-base.if",
"position": [
1540,
1840
],
"parameters": {},
"typeVersion": 2.2
},
{
"id": "076795cc-c588-4ecf-a614-b5baa991b630",
"name": "截断网站内容",
"type": "n8n-nodes-base.code",
"position": [
1780,
1860
],
"parameters": {},
"typeVersion": 2,
"alwaysOutputData": true
},
{
"id": "0e3ba69b-dfa2-4a4b-9cc1-f62b8d76076a",
"name": "检查 URL 是否存在",
"type": "n8n-nodes-base.if",
"position": [
1780,
300
],
"parameters": {},
"typeVersion": 2.2
},
{
"id": "9369fe87-b227-4929-b001-eda425192321",
"name": "在电子邮件之间等待",
"type": "n8n-nodes-base.wait",
"position": [
3680,
2500
],
"webhookId": "04b9e877-2ede-45ba-973b-3bd02aa24dcd",
"parameters": {},
"typeVersion": 1.1
},
{
"id": "5d04cf90-0717-4043-b5e3-045010fa491c",
"name": "生成随机延迟",
"type": "n8n-nodes-base.code",
"position": [
3500,
1920
],
"parameters": {},
"typeVersion": 2
},
{
"id": "224201c5-a994-4a94-9bdf-6ef140466777",
"name": "便签：抓取部分",
"type": "n8n-nodes-base.stickyNote",
"position": [
-20,
0
],
"parameters": {
"content": ""
},
"typeVersion": 1
},
{
"id": "b6415488-0675-4d9f-ac5e-2726866ffb50",
"name": "便签：电子邮件提取部分",
"type": "n8n-nodes-base.stickyNote",
"position": [
-20,
900
],
"parameters": {
"content": ""
},
"typeVersion": 1
},
{
"id": "a99dfb07-c04e-4b3d-9b9f-2ea972e871af",
"name": "便签：个性化和发送部分",
"type": "n8n-nodes-base.stickyNote",
"position": [
0,
1600
],
"parameters": {
"content": ""
},
"typeVersion": 1
},
{
"id": "cd8da4f0-c732-4bab-ad07-1a71435d505c",
"name": "生成个性化电子邮件（LLM Chain）",
"type": "@n8n/n8n-nodes-langchain.chainLlm",
"position": [
2160,
1860
],
"parameters": {},
"typeVersion": 1.5
},
{
"id": "cb2cfc94-1381-4bb8-b423-a1c4d8c48b3c",
"name": "解析 AI 电子邮件输出（JSON）",
"type": "@n8n/n8n-nodes-langchain.outputParserStructured",
"position": [
2260,
2120
],
"parameters": {},
"typeVersion": 1.2
},
{
"id": "09094316-4cb8-4879-8a01-fc68eb3c11f8",
"name": "无操作（如果 URL 无效）",
"type": "n8n-nodes-base.noOp",
"position": [
2020,
360
],
"parameters": {},
"typeVersion": 1
},
{
"id": "a889ad50-02fb-4ef0-a56d-34471b3c9de3",
"name": "手动触发器：启动工作流",
"type": "n8n-nodes-base.manualTrigger",
"position": [
-1060,
220
],
"parameters": {},
"typeVersion": 1
},
{
"id": "f3960d5f-ff1c-4870-a8b2-11ccf239c55e",
"name": "便签：配置",
"type": "n8n-nodes-base.stickyNote",
"position": [
-1220,
-20
],
"parameters": {
"content": ""
},
"typeVersion": 1
},
{
"id": "e43371b8-1ddb-40a3-947b-8e10d35d85e5",
"name": "配置 OpenAI 聊天模型（GPT-4o-mini）",
"type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
"position": [
2020,
2120
],
"parameters": {},
"typeVersion": 1.2
},
{
"id": "ba8d2a27-5658-4d52-b25e-09681dd47f4b",
"name": "便签：工作流描述",
"type": "n8n-nodes-base.stickyNote",
"position": [
-2720,
900
],
"parameters": {
"content": ""
},
"typeVersion": 1
},
{
"id": "47eda3fc-472d-4ceb-8f15-2b052cd114a2",
"name": "设置随机索引",
"type": "n8n-nodes-base.function",
"position": [
2680,
1840
],
"parameters": {},
"typeVersion": 1
},
{
"id": "7575bee6-9da1-4397-82a3-5399691512e8",
"name": "切换 SMTP",
"type": "n8n-nodes-base.switch",
"position": [
2920,
1820
],
"parameters": {},
"typeVersion": 2
},
{
"id": "a54ea639-2eb4-4cdf-a712-6f1f48453c53",
"name": "Gmail 1",
"type": "n8n-nodes-base.gmail",
"position": [
3240,
1620
],
"webhookId": "649efc94-e48b-47c7-bdda-f40e021386e7",
"parameters": {},
"typeVersion": 2.1
},
{
"id": "fa420d07-2e5a-46dd-8226-0bc27738e2a1",
"name": "Gmail 3",
"type": "n8n-nodes-base.gmail",
"position": [
3240,
1920
],
"webhookId": "cdb9e899-975e-47c6-846a-ac16cf64c222",
"parameters": {},
"typeVersion": 2.1
},
{
"id": "cf301d59-2dfd-4f4b-a9e0-966c8e7b44a3",
"name": "Gmail 4",
"type": "n8n-nodes-base.gmail",
"position": [
3240,
2060
],
"webhookId": "0ae23504-dc68-4fda-95a1-5dedbb183cb2",
"parameters": {},
"typeVersion": 2.1
},
{
"id": "68c173d1-de99-4602-8106-9b47c35da110",
"name": "Gmail 5",
"type": "n8n-nodes-base.gmail",
"position": [
3240,
2320
],
"webhookId": "0b6da549-ac77-4ad5-b6bb-c442750b84c4",
"parameters": {},
"typeVersion": 2.1
},
{
"id": "1b89b546-7023-4585-801b-af984af3f00c",
"name": "Gmail",
"type": "n8n-nodes-base.gmail",
"position": [
3240,
1760
],
"webhookId": "cdb9e899-975e-47c6-846a-ac16cf64c222",
"parameters": {},
"typeVersion": 2.1
},
{
"id": "1314d224-2831-4796-92fc-6869bef9ed9d",
"name": "遍历项目",
"type": "n8n-nodes-base.splitInBatches",
"position": [
-720,
140
],
"parameters": {},
"typeVersion": 3
}
],
"pinData": {
"MANUAL TRIGGER: Start Workflow": [
{
"product_link": "https://www.example.com/ai-content-pro",
"product_name": "AI Content Generator Pro",
"product_description": "A SaaS tool that automatically generates high-quality, SEO-optimized blog posts and marketing copy using advanced AI, saving businesses hours of work and boosting their online visibility."
},
{
"product_link": "https://www.example.com/sales-automator",
"product_name": "Sales Outreach Automator",
"product_description": "An AI-driven solution to automate cold email outreach and follow-ups with personalization and scheduling."
},
{
"product_link": "https://www.example.com/seo-boost-toolkit",
"product_name": "SEO Boost Toolkit",
"product_description": "A suite that analyzes websites and automatically applies SEO best practices to improve rankings."
},
{
"product_link": "https://www.example.com/social-scheduler",
"product_name": "Social Media Scheduler",
"product_description": "An AI platform to plan, auto-post, and optimize social media content for maximum engagement."
},
{
"product_link": "https://www.example.com/customer-insights",
"product_name": "Customer Insights Dashboard",
"product_description": "A real-time analytics dashboard powered by AI that surfaces key customer behavior insights."
}
]
},
"connections": {
"Gmail ": {
"main": [
[
{
"node": "Generate Random Delay",
"type": "main",
"index": 0
}
]
]
},
"Gmail 1": {
"main": [
[
{
"node": "Generate Random Delay",
"type": "main",
"index": 0
}
]
]
},
"Gmail 3": {
"main": [
[
{
"node": "Generate Random Delay",
"type": "main",
"index": 0
}
]
]
},
"Gmail 4": {
"main": [
[
{
"node": "Generate Random Delay",
"type": "main",
"index": 0
}
]
]
},
"Gmail 5": {
"main": [
[
{
"node": "Generate Random Delay",
"type": "main",
"index": 0
}
]
]
},
"Switch SMTP": {
"main": [
[
{
"node": "Gmail 1",
"type": "main",
"index": 0
}
],
[
{
"node": "Gmail ",
"type": "main",
"index": 0
}
],
[
{
"node": "Gmail 3",
"type": "main",
"index": 0
}
],
[
{
"node": "Gmail 4",
"type": "main",
"index": 0
}
],
[
{
"node": "Gmail 5",
"type": "main",
"index": 0
}
]
]
},
"Loop Over Items": {
"main": [
[],
[
{
"node": "Generate Google Maps Queries (OpenAI)",
"type": "main",
"index": 0
}
]
]
},
"Set Random Index": {
"main": [
[
{
"node": "Switch SMTP",
"type": "main",
"index": 0
}
]
]
},
"Search Google Maps": {
"main": [
[
{
"node": "Extract URLs from Google Search",
"type": "main",
"index": 0
}
]
]
},
"Check if URL Exists": {
"main": [
[
{
"node": "Remove Duplicate URLs",
"type": "main",
"index": 0
}
],
[
{
"node": "NoOp (If URL Invalid)",
"type": "main",
"index": 0
}
]
]
},
"Wait Between Emails": {
"main": [
[
{
"node": "Loop Through Unique Emails",
"type": "main",
"index": 0
}
]
]
},
"Aggregate Email Lists": {
"main": [
[
{
"node": "Split Emails into Items",
"type": "main",
"index": 0
}
]
]
},
"Generate Random Delay": {
"main": [
[
{
"node": "Wait Between Emails",
"type": "main",
"index": 0
}
]
]
},
"Remove Duplicate URLs": {
"main": [
[
{
"node": "Loop Through Unique URLs",
"type": "main",
"index": 0
}
]
]
},
"Remove Duplicate Emails": {
"main": [
[
{
"node": "Loop Through Unique Emails",
"type": "main",
"index": 0
}
]
]
},
"Split Emails into Items": {
"main": [
[
{
"node": "Remove Duplicate Emails",
"type": "main",
"index": 0
}
]
]
},
"Check for Scraping Error": {
"main": [
[
{
"node": "Loop Through Unique Emails",
"type": "main",
"index": 0
}
],
[
{
"node": "Truncate Website Content",
"type": "main",
"index": 0
}
]
]
},
"Loop Through Unique URLs": {
"main": [
[
{
"node": "Loop Through Website Content Batches",
"type": "main",
"index": 0
}
],
[
{
"node": "Fetch Website Content (via URL)",
"type": "main",
"index": 0
}
]
]
},
"Truncate Website Content": {
"main": [
[
{
"node": "Generate Personalized Email (LLM Chain)",
"type": "main",
"index": 0
}
]
]
},
"Extract Domain from Email": {
"main": [
[
{
"node": "Scrape Website Content (Jina.ai)",
"type": "main",
"index": 0
}
]
]
},
"Extract and Filter Emails": {
"main": [
[
{
"node": "Loop Through Website Content Batches",
"type": "main",
"index": 0
}
]
]
},
"Wait Before Google Search": {
"main": [
[
{
"node": "Search Google Maps",
"type": "main",
"index": 0
}
]
]
},
"Loop Through Unique Emails": {
"main": [
[
{
"node": "Loop Through Search Queries",
"type": "main",
"index": 0
}
],
[
{
"node": "Extract Domain from Email",
"type": "main",
"index": 0
}
]
]
},
"Loop Through Search Queries": {
"main": [
[
{
"node": "Loop Over Items",
"type": "main",
"index": 0
}
],
[
{
"node": "Wait Before Google Search",
"type": "main",
"index": 0
}
]
]
},
"Parse AI Email Output (JSON)": {
"ai_outputParser": [
[
{
"node": "Generate Personalized Email (LLM Chain)",
"type": "ai_outputParser",
"index": 0
}
]
]
},
"Process AI-Generated Queries": {
"main": [
[
{
"node": "Loop Through Search Queries",
"type": "main",
"index": 0
}
]
]
},
"Filter Out Google/Schema URLs": {
"main": [
[
{
"node": "Check if URL Exists",
"type": "main",
"index": 0
}
]
]
},
"MANUAL TRIGGER: Start Workflow": {
"main": [
[
{
"node": "Loop Over Items",
"type": "main",
"index": 0
}
]
]
},
"Extract URLs from Google Search": {
"main": [
[
{
"node": "Filter Out Google/Schema URLs",
"type": "main",
"index": 0
}
]
]
},
"Fetch Website Content (via URL)": {
"main": [
[
{
"node": "Loop Through Unique URLs",
"type": "main",
"index": 0
}
]
]
},
"Scrape Website Content (Jina.ai)": {
"main": [
[
{
"node": "Check for Scraping Error",
"type": "main",
"index": 0
}
]
]
},
"Loop Through Website Content Batches": {
"main": [
[
{
"node": "Aggregate Email Lists",
"type": "main",
"index": 0
}
],
[
{
"node": "Extract and Filter Emails",
"type": "main",
"index": 0
}
]
]
},
"Generate Google Maps Queries (OpenAI)": {
"main": [
[
{
"node": "Process AI-Generated Queries",
"type": "main",
"index": 0
}
]
]
},
"Generate Personalized Email (LLM Chain)": {
"main": [
[
{
"node": "Set Random Index",
"type": "main",
"index": 0
}
]
]
},
"Configure OpenAI Chat Model (GPT-4o-mini)": {
"ai_languageModel": [
[
{
"node": "Generate Personalized Email (LLM Chain)",
"type": "ai_languageModel",
"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 - 销售, 人工智能, 营销
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