Source
https://n8n.io/workflows/2823-social-media-analysis-and-automated-email-generation/
Template
{
"nodes": [
{
"id": "a768bce6-ae26-464c-95fc-009edea4f94d",
"name": "Set your company's variables",
"type": "n8n-nodes-base.set",
"position": [
440,
0
],
"parameters": {
"options": {},
"assignments": {
"assignments": [
{
"id": "6a8063b6-1fd8-429a-9f13-b7512066c702",
"name": "your_company_name",
"type": "string",
"value": "Pollup Data Services"
},
{
"id": "3e6780d6-86d0-4353-aa17-8470a91f63a8",
"name": "your_company_activity",
"type": "string",
"value": "Whether it’s automating recurring tasks, analysing data faster, or personalising customer interactions, we build bespoke AI agents to help your workforce work smarter."
},
{
"id": "1b42f1b3-20ed-4278-952d-f28fe0f03fa3",
"name": "your_email",
"type": "string",
"value": "[email protected]"
},
{
"id": "7c109ba2-d855-49d5-8700-624b01a05bc1",
"name": "your_name",
"type": "string",
"value": "Justin"
}
]
}
},
"typeVersion": 3.4
},
{
"id": "ca729f8d-cab8-4221-addb-aa23813d80b4",
"name": "Get linkedin Posts",
"type": "n8n-nodes-base.httpRequest",
"position": [
1300,
0
],
"parameters": {
"url": "https://fresh-linkedin-profile-data.p.rapidapi.com/get-profile-posts",
"options": {},
"sendQuery": true,
"sendHeaders": true,
"authentication": "genericCredentialType",
"genericAuthType": "httpHeaderAuth",
"queryParameters": {
"parameters": [
{
"name": "linkedin_url",
"value": "={{ $('Google Sheets Trigger').item.json.linkedin_url }}"
},
{
"name": "type",
"value": "posts"
}
]
},
"headerParameters": {
"parameters": [
{
"name": "x-rapidapi-host",
"value": "fresh-linkedin-profile-data.p.rapidapi.com"
}
]
}
},
"credentials": {
"httpHeaderAuth": {
"id": "nhoVFnkO31mejJrI",
"name": "RapidAPI Key"
}
},
"typeVersion": 4.2
},
{
"id": "b9559958-f8ac-4ab6-93c6-50eb04113808",
"name": "Get twitter ID",
"type": "n8n-nodes-base.httpRequest",
"position": [
680,
0
],
"parameters": {
"url": "https://twitter-api47.p.rapidapi.com/v2/user/by-username",
"options": {},
"sendQuery": true,
"sendHeaders": true,
"authentication": "genericCredentialType",
"genericAuthType": "httpHeaderAuth",
"queryParameters": {
"parameters": [
{
"name": "username",
"value": "={{ $('Google Sheets Trigger').item.json.twitter_handler }}"
}
]
},
"headerParameters": {
"parameters": [
{
"name": "x-rapidapi-host",
"value": "twitter-api47.p.rapidapi.com"
}
]
}
},
"credentials": {
"httpHeaderAuth": {
"id": "nhoVFnkO31mejJrI",
"name": "RapidAPI Key"
}
},
"typeVersion": 4.2
},
{
"id": "3e85565f-ebfa-4568-9391-869961c5b3ed",
"name": "Get tweets",
"type": "n8n-nodes-base.httpRequest",
"position": [
880,
0
],
"parameters": {
"url": "https://twitter-api47.p.rapidapi.com/v2/user/tweets",
"options": {},
"sendQuery": true,
"sendHeaders": true,
"authentication": "genericCredentialType",
"genericAuthType": "httpHeaderAuth",
"queryParameters": {
"parameters": [
{
"name": "userId",
"value": "={{ $json.rest_id }}"
}
]
},
"headerParameters": {
"parameters": [
{
"name": "x-rapidapi-host",
"value": "twitter-api47.p.rapidapi.com"
}
]
}
},
"credentials": {
"httpHeaderAuth": {
"id": "nhoVFnkO31mejJrI",
"name": "RapidAPI Key"
}
},
"typeVersion": 4.2
},
{
"id": "6e060b21-9eaf-49e6-9665-c051b3f2397e",
"name": "Extract and limit Linkedin",
"type": "n8n-nodes-base.code",
"position": [
1520,
0
],
"parameters": {
"jsCode": "// Loop over input items and add a new field called 'myNewField' to the JSON of each one\noutput = []\nmax_posts = 10\nlet counter = 0\nfor (const item of $input.all()[0].json.data) {\n let post = {\n title: item.article_title,\n text: item.text\n }\n output.push(post)\n if(counter++ >= max_posts) break;\n}\n\nreturn {\"linkedIn posts\": output};"
},
"typeVersion": 2
},
{
"id": "e65bc472-e7c6-43c5-8e84-fe8c4512e92f",
"name": "Exract and limit X",
"type": "n8n-nodes-base.code",
"position": [
1100,
0
],
"parameters": {
"jsCode": "// Loop over input items and add a new field called 'myNewField' to the JSON of each one\noutput = []\nmax_posts = 10\nlet counter = 0\nfor (const item of $input.all()[0].json.tweets) {\n if(!item.content.hasOwnProperty('itemContent')) continue\n let post = {\n text: item.content.itemContent?.tweet_results?.result.legacy?.full_text\n }\n console.log(post)\n output.push(post)\n if(counter++ >= max_posts) break;\n}\n\nreturn {\"Twitter tweets\": output};"
},
"typeVersion": 2
},
{
"id": "10f088a0-0479-428e-96cf-fe0df9b37877",
"name": "OpenAI Chat Model",
"type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
"position": [
1740,
200
],
"parameters": {
"model": "gpt-4o",
"options": {}
},
"credentials": {
"openAiApi": {
"id": "yepsCCAriRlCkICW",
"name": "OpenAi account"
}
},
"typeVersion": 1
},
{
"id": "9adfd648-8348-4a0a-8b9b-d54dc3b715bb",
"name": "Structured Output Parser",
"type": "@n8n/n8n-nodes-langchain.outputParserStructured",
"position": [
1920,
220
],
"parameters": {
"jsonSchemaExample": "{\n \"subject\": \"\",\n \"cover_letter\": \"\"\n}"
},
"typeVersion": 1.2
},
{
"id": "af96003c-539d-4728-832c-4819d85bbbcc",
"name": "Generate Subject and cover letter based on match",
"type": "@n8n/n8n-nodes-langchain.chainLlm",
"position": [
1720,
0
],
"parameters": {
"text": "=## Me\n- My company name is: {{ $('Set your company\\'s variables').item.json.your_company_name }}\n- My company's activity is: {{ $('Set your company\\'s variables').item.json.your_company_activity }}\n- My name is: {{ $('Set your company\\'s variables').item.json.your_name }}\n- My email is: {{ $('Set your company\\'s variables').item.json.your_email }}\n\n## My lead:\nHis name: {{ $('Google Sheets Trigger').item.json.name }}\n\n## What I want you to do\n- According to the info about me, and the linkedin posts an twitter post of a user given below, I want you to find a common activity that I could propose to this person and generate a cover letter about it\n- Return ONLY the cover letter and the subject as a json like this:\n{\n \"subject\": \"\",\n \"cover_letter\": \"\"\n}\n\nTHe cover letter should be in HTML format\n\n## The Linkedin Posts:\n{{ JSON.stringify($json[\"linkedIn posts\"])}}\n\n## THe Twitter posts:\n{{ JSON.stringify($('Exract and limit X').item.json['Twitter tweets']) }}\n",
"messages": {
"messageValues": [
{
"message": "You are a helpful Marketing assistant"
}
]
},
"promptType": "define",
"hasOutputParser": true
},
"typeVersion": 1.5
},
{
"id": "6954285f-7ea5-4e3d-8be2-03051d716d03",
"name": "Send Cover letter and CC me",
"type": "n8n-nodes-base.emailSend",
"position": [
2080,
0
],
"parameters": {
"html": "={{ $json.output.cover_letter }}",
"options": {},
"subject": "={{ $json.output.subject }}",
"toEmail": "={{ $('Google Sheets Trigger').item.json.email }}, {{ $('Set your company\\'s variables').item.json.your_email }}",
"fromEmail": "[email protected]"
},
"credentials": {
"smtp": {
"id": "yrsGGdbYvSB8u7sx",
"name": "SMTP account"
}
},
"typeVersion": 2.1
},
{
"id": "357477a8-98c3-48a5-8c88-965f90a4beb2",
"name": "Sticky Note",
"type": "n8n-nodes-base.stickyNote",
"position": [
360,
-280
],
"parameters": {
"color": 4,
"height": 480,
"content": "## Personalize here\n\n### Set: \n- your name\n- your company name\n- your company activity, used to find a match with your leads\n- your email, used as the sender"
},
"typeVersion": 1
},
{
"id": "0c26383c-c8f1-44b1-995e-2c88118061bb",
"name": "Google Sheets Trigger",
"type": "n8n-nodes-base.googleSheetsTrigger",
"position": [
-40,
20
],
"parameters": {
"options": {
"dataLocationOnSheet": {
"values": {
"rangeDefinition": "specifyRange"
}
}
},
"pollTimes": {
"item": [
{
"mode": "everyMinute"
}
]
},
"sheetName": {
"__rl": true,
"mode": "list",
"value": "gid=0",
"cachedResultUrl": "https://docs.google.com/spreadsheets/d/1IcvbbG_WScVNyutXhzqyE9NxdxNbY90Dd63R8Y1UrAw/edit#gid=0",
"cachedResultName": "Sheet1"
},
"documentId": {
"__rl": true,
"mode": "list",
"value": "1IcvbbG_WScVNyutXhzqyE9NxdxNbY90Dd63R8Y1UrAw",
"cachedResultUrl": "https://docs.google.com/spreadsheets/d/1IcvbbG_WScVNyutXhzqyE9NxdxNbY90Dd63R8Y1UrAw/edit?usp=drivesdk",
"cachedResultName": "Analyze social media of a lead"
}
},
"credentials": {
"googleSheetsTriggerOAuth2Api": {
"id": "LBJHhfLqklwl9les",
"name": "Google Sheets Trigger account"
}
},
"typeVersion": 1
},
{
"id": "923cca3d-69a9-4d26-80a3-e9062d42d8a8",
"name": "Google Sheets",
"type": "n8n-nodes-base.googleSheets",
"position": [
2280,
0
],
"parameters": {
"columns": {
"value": {
"done": "X",
"linkedin_url": "={{ $('Google Sheets Trigger').item.json.linkedin_url }}"
},
"schema": [
{
"id": "linkedin_url",
"type": "string",
"display": true,
"removed": false,
"required": false,
"displayName": "linkedin_url",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "name",
"type": "string",
"display": true,
"required": false,
"displayName": "name",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "twitter_handler",
"type": "string",
"display": true,
"required": false,
"displayName": "twitter_handler",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "email",
"type": "string",
"display": true,
"required": false,
"displayName": "email",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "done",
"type": "string",
"display": true,
"required": false,
"displayName": "done",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "row_number",
"type": "string",
"display": true,
"removed": true,
"readOnly": true,
"required": false,
"displayName": "row_number",
"defaultMatch": false,
"canBeUsedToMatch": true
}
],
"mappingMode": "defineBelow",
"matchingColumns": [
"linkedin_url"
]
},
"options": {},
"operation": "update",
"sheetName": {
"__rl": true,
"mode": "list",
"value": "gid=0",
"cachedResultUrl": "https://docs.google.com/spreadsheets/d/1IcvbbG_WScVNyutXhzqyE9NxdxNbY90Dd63R8Y1UrAw/edit#gid=0",
"cachedResultName": "Sheet1"
},
"documentId": {
"__rl": true,
"mode": "list",
"value": "1IcvbbG_WScVNyutXhzqyE9NxdxNbY90Dd63R8Y1UrAw",
"cachedResultUrl": "https://docs.google.com/spreadsheets/d/1IcvbbG_WScVNyutXhzqyE9NxdxNbY90Dd63R8Y1UrAw/edit?usp=drivesdk",
"cachedResultName": "Analyze social media of a lead"
}
},
"credentials": {
"googleSheetsOAuth2Api": {
"id": "gdLmm513ROUyH6oU",
"name": "Google Sheets account"
}
},
"typeVersion": 4.5
},
{
"id": "6df02119-09db-4d87-b435-7753693b27aa",
"name": "If",
"type": "n8n-nodes-base.if",
"position": [
180,
20
],
"parameters": {
"options": {},
"conditions": {
"options": {
"version": 2,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "loose"
},
"combinator": "and",
"conditions": [
{
"id": "3839b337-6c33-4907-ba75-8ef04cefc14c",
"operator": {
"type": "string",
"operation": "empty",
"singleValue": true
},
"leftValue": "={{ $json.done }}",
"rightValue": ""
}
]
},
"looseTypeValidation": true
},
"executeOnce": false,
"typeVersion": 2.2,
"alwaysOutputData": true
},
{
"id": "2edaa85e-ef69-490c-9835-cf8779cada6d",
"name": "Sticky Note1",
"type": "n8n-nodes-base.stickyNote",
"position": [
-120,
-320
],
"parameters": {
"color": 4,
"width": 260,
"height": 500,
"content": "## Create a Gooogle sheet with the following columns:\n- linkedin_url\n- name\n- twitter_handler \n- email\n- done\n\nAnd put some data in it except in \"done\" that should remain empty."
},
"typeVersion": 1
},
{
"id": "19210bba-1db1-4568-b34e-4e9de002b0eb",
"name": "Sticky Note2",
"type": "n8n-nodes-base.stickyNote",
"position": [
1680,
-160
],
"parameters": {
"color": 5,
"width": 340,
"height": 300,
"content": "## Here you can modify the prompt\n- make it better by adding some examples\n- Follow a known framework\netc."
},
"typeVersion": 1
},
{
"id": "bebab4e5-35fa-49b7-bb85-a85231c44389",
"name": "Sticky Note3",
"type": "n8n-nodes-base.stickyNote",
"position": [
660,
-280
],
"parameters": {
"color": 4,
"width": 340,
"height": 480,
"content": "## Call RapidAPI Twitter API Profile Data\nYou have to create an account in [RapidAPI](https://rapidapi.com/restocked-gAGxip8a_/api/twitter-api47) and subscribe to Twiiter API. With a free account you will be able to scrape 500 tweets / month.\nAfter your subscription you will have to choose as Generic Auth Type: Header Auth and then put as header name: \"x-rapidapi-key\" and the value given in the RapidAPI interface\n"
},
"typeVersion": 1
},
{
"id": "42df4665-2d46-4020-938c-f082db6f09d0",
"name": "Sticky Note4",
"type": "n8n-nodes-base.stickyNote",
"position": [
1220,
-300
],
"parameters": {
"color": 4,
"width": 280,
"height": 480,
"content": "## Call RapidAPI Fresh Linkedin Profile Data\nYou have to create an account in [RapidAPI](https://rapidapi.com) and subscribe to Fresh LinkedIn Profile Data. With a free account you will be able to scrape 100 profile / month.\nAfter your subscription you will have to choose as Generic Auth Type: Header Auth and then put as header name: \"x-rapidapi-key\" and the value given in the RapidAPI interface\n"
},
"typeVersion": 1
},
{
"id": "4a14febd-bd82-428c-8c97-15f1ba724b02",
"name": "Sticky Note5",
"type": "n8n-nodes-base.stickyNote",
"position": [
-840,
-620
],
"parameters": {
"width": 700,
"height": 1180,
"content": "## Social Media Analysis and Automated Email Generation\n\n> by Thomas Vie [[email protected]](mailto:[email protected])\n\n### **Who is this for?**\nThis template is ideal for marketers, lead generation specialists, and business professionals seeking to analyze social media profiles of potential leads and automate personalized email outreach efficiently.\n\n\n### **What problem is this workflow solving?**\nManually analyzing social media profiles and crafting personalized emails can be time-consuming and prone to errors. This workflow streamlines the process by integrating social media APIs with AI to generate tailored communication, saving time and increasing outreach effectiveness.\n\n### **What this workflow does:**\n1. **Google Sheets Integration:** Start with a Google Sheet containing lead information such as LinkedIn URL, Twitter handle, name, and email.\n2. **Social Media Data Extraction:** Automatically fetch profile and activity data from Twitter and LinkedIn using RapidAPI integrations.\n3. **AI-Powered Content Generation:** Use OpenAI's Chat Model to analyze the extracted data and generate personalized email subject lines and cover letters.\n4. **Automated Email Dispatch:** Send the generated email directly to the lead, with a copy sent to yourself for tracking purposes.\n5. **Progress Tracking:** Update the Google Sheet to indicate completed actions.\n\n#### **Setup:**\n1. **Google Sheets:**\n - Create a sheet with the columns: LinkedIn URL, name, Twitter handle, email, and a \"done\" column for tracking.\n - Populate the sheet with your leads.\n\n2. **RapidAPI Accounts:**\n - Sign up for RapidAPI and subscribe to the Twitter and LinkedIn API plans.\n - Configure API authentication keys in the workflow.\n\n3. **AI Configuration:**\n - Connect OpenAI Chat Model with your API key for text generation.\n\n4. **Email Integration:**\n - Add your email credentials or service (SMTP or third-party service like Gmail) for sending automated emails.\n\n#### **How to customize this workflow to your needs:**\n- **Modify the AI Prompt:** Adapt the prompt in the AI node to better align with your tone, style, or specific messaging framework.\n- **Expand Data Fields:** Add additional data fields in Google Sheets if you require further personalization.\n- **API Limits:** Adjust API configurations to fit your usage limits or upgrade to higher tiers for increased data scraping capabilities.\n- **Personalize Email Templates:** Tweak email formats to suit different audiences or use cases.\n- **Extend Functionality:** Integrate additional social media platforms or CRM tools as needed.\n\nBy implementing this workflow, you’ll save time on repetitive tasks and create more effective lead generation strategies."
},
"typeVersion": 1
}
],
"pinData": {},
"connections": {
"If": {
"main": [
[
{
"node": "Set your company's variables",
"type": "main",
"index": 0
}
]
]
},
"Get tweets": {
"main": [
[
{
"node": "Exract and limit X",
"type": "main",
"index": 0
}
]
]
},
"Google Sheets": {
"main": [
[]
]
},
"Get twitter ID": {
"main": [
[
{
"node": "Get tweets",
"type": "main",
"index": 0
}
]
]
},
"OpenAI Chat Model": {
"ai_languageModel": [
[
{
"node": "Generate Subject and cover letter based on match",
"type": "ai_languageModel",
"index": 0
}
]
]
},
"Exract and limit X": {
"main": [
[
{
"node": "Get linkedin Posts",
"type": "main",
"index": 0
}
]
]
},
"Get linkedin Posts": {
"main": [
[
{
"node": "Extract and limit Linkedin",
"type": "main",
"index": 0
}
]
]
},
"Google Sheets Trigger": {
"main": [
[
{
"node": "If",
"type": "main",
"index": 0
}
]
]
},
"Structured Output Parser": {
"ai_outputParser": [
[
{
"node": "Generate Subject and cover letter based on match",
"type": "ai_outputParser",
"index": 0
}
]
]
},
"Extract and limit Linkedin": {
"main": [
[
{
"node": "Generate Subject and cover letter based on match",
"type": "main",
"index": 0
}
]
]
},
"Send Cover letter and CC me": {
"main": [
[
{
"node": "Google Sheets",
"type": "main",
"index": 0
}
]
]
},
"Set your company's variables": {
"main": [
[
{
"node": "Get twitter ID",
"type": "main",
"index": 0
}
]
]
},
"Generate Subject and cover letter based on match": {
"main": [
[
{
"node": "Send Cover letter and CC me",
"type": "main",
"index": 0
}
]
]
}
}
}