The workflow JSON
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{
"name": "LinkedinComments (youtube)",
"nodes": [
{
"parameters": {
"content": "## Apify scrapers\n\nPost\nhttps://console.apify.com/actors/d0DhjXPjkkwm4W5xK/input\n\nComments\nhttps://console.apify.com/actors/2XnpwxfhSW1fAWElp/input\n\nUser Profile\nhttps://console.apify.com/actors/GOvL4O4RwFqsdIqXF/input\n\nCompany Profile\nhttps://console.apify.com/actors/AjfNXEI9qTA2IdaAX/input",
"height": 320,
"width": 420,
"color": 7
},
"type": "n8n-nodes-base.stickyNote",
"typeVersion": 1,
"position": [
-980,
800
],
"id": "627ec45e-0881-4497-8ec3-078c50768758",
"name": "Sticky Note1"
},
{
"parameters": {
"method": "POST",
"url": "https://api.apify.com/v2/acts/2XnpwxfhSW1fAWElp/run-sync-get-dataset-items",
"sendHeaders": true,
"headerParameters": {
"parameters": [
{
"name": "Accept",
"value": "application/json"
},
{
"name": "Authorization",
"value": "Bearer"
},
{
"name": "Accept",
"value": "application/json"
}
]
},
"sendBody": true,
"specifyBody": "json",
"jsonBody": "={\n \"postIds\": [\n \"{{$('getPost').item.json.post.url}}\"\n ],\n \"page_number\": 1,\n \"sortOrder\": \"most recent\",\n \"limit\": 100\n}",
"options": {
"redirect": {
"redirect": {}
}
}
},
"type": "n8n-nodes-base.httpRequest",
"typeVersion": 4.2,
"position": [
-700,
357.5
],
"id": "ac7162ec-effb-4f45-8fb7-ae9ca900bef1",
"name": "getComments"
},
{
"parameters": {
"method": "POST",
"url": "https://api.apify.com/v2/acts/GOvL4O4RwFqsdIqXF/run-sync-get-dataset-items",
"sendHeaders": true,
"headerParameters": {
"parameters": [
{
"name": "Accept",
"value": "application/json"
},
{
"name": "Authorization",
"value": "Bearer "
},
{
"name": "Accept",
"value": "application/json"
}
]
},
"sendBody": true,
"specifyBody": "json",
"jsonBody": "={\n \"usernames\": [\n \"{{ $('Loop Over Items').item.json.commenterUrl }}\"\n ]\n} ",
"options": {
"redirect": {
"redirect": {}
},
"timeout": 30000
}
},
"type": "n8n-nodes-base.httpRequest",
"typeVersion": 4.2,
"position": [
776,
-40
],
"id": "7dd2fd8d-8629-41d5-afaf-cb919ada23fb",
"name": "getProfile",
"alwaysOutputData": true,
"onError": "continueRegularOutput"
},
{
"parameters": {
"assignments": {
"assignments": [
{
"id": "3b27b467-abae-47ad-a7a3-fc77185380c9",
"name": "commenterName",
"value": "={{ $('getComments').item.json.author.name }}",
"type": "string"
},
{
"id": "2f477a3f-f109-4db8-b916-61a5cec6417a",
"name": "commenterUrl",
"value": "={{ $('getComments').item.json.author.profile_url }}",
"type": "string"
},
{
"id": "ab99b327-bfb7-4fc5-8f87-ed3c38f48015",
"name": "commenterHeadline",
"value": "={{ $('getComments').item.json.author.headline }}",
"type": "string"
},
{
"id": "f5ab3d10-d1fa-45f7-91c8-ad22ff2117c4",
"name": "commentText",
"value": "={{ $('getComments').item.json.text }}",
"type": "string"
}
]
},
"options": {}
},
"type": "n8n-nodes-base.set",
"typeVersion": 3.4,
"position": [
-260,
360
],
"id": "fe573eee-44b7-44a1-813f-4416476fc515",
"name": "commenterInfo"
},
{
"parameters": {
"method": "POST",
"url": "https://api.apify.com/v2/acts/AjfNXEI9qTA2IdaAX/run-sync-get-dataset-items",
"sendHeaders": true,
"headerParameters": {
"parameters": [
{
"name": "Accept",
"value": "application/json"
},
{
"name": "Authorization",
"value": "Bearer "
},
{
"name": "Accept",
"value": "application/json"
}
]
},
"sendBody": true,
"specifyBody": "json",
"jsonBody": "={\n \"profileUrls\": [\n \"{{ $('getProfile').item.json.experience[0].company_linkedin_url }}\"\n ]\n}",
"options": {
"redirect": {
"redirect": {}
}
}
},
"type": "n8n-nodes-base.httpRequest",
"typeVersion": 4.2,
"position": [
1436,
-40
],
"id": "7e0a0aca-a6d5-4313-bee8-12a20c66a051",
"name": "getCompany",
"alwaysOutputData": true,
"onError": "continueRegularOutput"
},
{
"parameters": {
"assignments": {
"assignments": [
{
"id": "77e72c3b-0703-4aee-ace9-cd28733d404b",
"name": "companyName",
"value": "={{ $('getCompany').item.json.companyName }}",
"type": "string"
},
{
"id": "31a726e7-6f05-4523-ad97-58e6f1bf1991",
"name": "websiteUrl",
"value": "={{ $('getCompany').item.json.websiteUrl }}",
"type": "string"
},
{
"id": "f12f0449-bdcf-4faf-9604-635d1a85b219",
"name": "url",
"value": "={{ $('getCompany').item.json.url }}",
"type": "string"
},
{
"id": "b6dcc152-f6f5-4c99-ad2c-c1e317086ad8",
"name": "industry",
"value": "={{ $json.output.type }}",
"type": "string"
},
{
"id": "ed45cab1-a2d6-436c-b2e9-61ae1188d9a2",
"name": "employeeCount",
"value": "={{ $('getCompany').item.json.employeeCount }}",
"type": "number"
},
{
"id": "60202439-7da2-4532-80ef-0d6871e3c852",
"name": "tagline",
"value": "={{ $json.output.description }}",
"type": "string"
},
{
"id": "3e657877-cc52-491f-a386-0aebad2f4af0",
"name": "followerCount",
"value": "={{ $('getCompany').item.json.followerCount }}",
"type": "number"
},
{
"id": "135bde4f-9115-47d6-9de3-267b4b296af6",
"name": "industryV2Taxonomy",
"value": "={{ $('getCompany').item.json.industryV2Taxonomy }}",
"type": "string"
},
{
"id": "63a6664b-ea58-4576-9786-73ede8d2f37b",
"name": "headquarter.country",
"value": "={{ $('getCompany').item.json.headquarter.country }}",
"type": "string"
},
{
"id": "fbbcd03d-8104-4e69-a54a-b7f5d052f6fd",
"name": "commenterRole",
"value": "={{ $('getProfile').item.json.experience[0].title }}",
"type": "string"
},
{
"id": "d740cce9-455a-4929-80a6-9779f824bf07",
"name": "qualified",
"value": "={{ $json.output.qualified }}",
"type": "string"
}
]
},
"options": {}
},
"type": "n8n-nodes-base.set",
"typeVersion": 3.4,
"position": [
2032,
-40
],
"id": "45e6b0c9-86ce-4014-b193-99f673a6226e",
"name": "companyInfo"
},
{
"parameters": {
"modelName": "models/gemini-2.0-flash",
"options": {}
},
"type": "@n8n/n8n-nodes-langchain.lmChatGoogleGemini",
"typeVersion": 1,
"position": [
208,
180
],
"id": "f984c4bb-6302-46c7-bee6-12eff1803fcb",
"name": "Google Gemini Chat Model",
"credentials": {
"googlePalmApi": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"options": {}
},
"type": "@n8n/n8n-nodes-langchain.outputParserAutofixing",
"typeVersion": 1,
"position": [
1656,
180
],
"id": "b3c4f6f5-bff1-40a7-af3d-451caf6e14ae",
"name": "Auto-fixing Output Parser"
},
{
"parameters": {
"jsonSchemaExample": "{\n\t\"description\": \"one line description\",\n\t\"type\": \"SaaS\",\n \"qualified\" : \"YES\"\n}"
},
"type": "@n8n/n8n-nodes-langchain.outputParserStructured",
"typeVersion": 1.2,
"position": [
1744,
375
],
"id": "a8a64244-d2c2-4005-8e14-ae6e1ad09bd8",
"name": "Structured Output Parser"
},
{
"parameters": {
"options": {}
},
"type": "n8n-nodes-base.splitInBatches",
"typeVersion": 3,
"position": [
-40,
357.5
],
"id": "f674a98d-01e6-4765-85f8-75805e67dc81",
"name": "Loop Over Items",
"alwaysOutputData": true
},
{
"parameters": {
"method": "POST",
"url": "https://api.apify.com/v2/acts/d0DhjXPjkkwm4W5xK/run-sync-get-dataset-items",
"sendHeaders": true,
"headerParameters": {
"parameters": [
{
"name": "Accept",
"value": "application/json"
},
{
"name": "Authorization",
"value": "Bearer "
},
{
"name": "Accept",
"value": "application/json"
}
]
},
"sendBody": true,
"specifyBody": "json",
"jsonBody": "={\n \"post_url\": \"{{ $json.Post }}\"\n}",
"options": {
"redirect": {
"redirect": {}
}
}
},
"type": "n8n-nodes-base.httpRequest",
"typeVersion": 4.2,
"position": [
-920,
360
],
"id": "8caaccd0-2cca-4b00-a386-02b979165e13",
"name": "getPost"
},
{
"parameters": {
"conditions": {
"options": {
"caseSensitive": true,
"leftValue": "",
"typeValidation": "strict",
"version": 2
},
"conditions": [
{
"id": "8885bc0b-7465-4350-a641-4142c22808ad",
"leftValue": "={{ $('getComments').item.json.author.name}}",
"rightValue": "={{ $('getPost').item.json.author.name }}",
"operator": {
"type": "string",
"operation": "notEquals"
}
},
{
"id": "7c96cc84-3cf4-42e1-bf94-5a86729c676e",
"leftValue": "={{ $('getComments').item.json.author.name}}",
"rightValue": "",
"operator": {
"type": "string",
"operation": "notEmpty",
"singleValue": true
}
}
],
"combinator": "and"
},
"options": {}
},
"type": "n8n-nodes-base.filter",
"typeVersion": 2.2,
"position": [
-480,
360
],
"id": "b1f9a125-c61b-4d1c-881d-0e990366cbd9",
"name": "filterAuthor"
},
{
"parameters": {
"operation": "upsert",
"base": {
"__rl": true,
"value": "apprh4AI6D3qVzN7A",
"mode": "list",
"cachedResultName": "Linkedin Comments",
"cachedResultUrl": "https://airtable.com/apprh4AI6D3qVzN7A"
},
"table": {
"__rl": true,
"value": "tblHgzisK8xfCO0Kz",
"mode": "list",
"cachedResultName": "Results",
"cachedResultUrl": "https://airtable.com/apprh4AI6D3qVzN7A/tblHgzisK8xfCO0Kz"
},
"columns": {
"mappingMode": "defineBelow",
"value": {
"User": "={{ $('commenterInfo').item.json.commenterName }}",
"Company": "={{ $('companyInfo').item.json.companyName }}",
"Industry": "={{ $('companyInfo').item.json.industry }}",
"Employees": "={{ $('companyInfo').item.json.employeeCount }}",
"Country": "={{ $('companyInfo').item.json.headquarter.country }}",
"Tagline": "={{ $('companyInfo').item.json.tagline }}",
"Website": "={{ $('companyInfo').item.json.websiteUrl }}",
"CompanyLinkedin": "={{ $('companyInfo').item.json.url }}",
"UserLinkedin": "={{ $('getProfile').item.json.profileUrl }}",
"Post": "={{ $('getPost').item.json.post.url }}",
"Comment": "={{ $('commenterInfo').item.json.commentText }}",
"Role": "={{ $('companyInfo').item.json.commenterRole }}",
"Qualified?": "={{ $('companyInfo').item.json.qualified.toUpperCase() }}",
"Script": "={{ $json.text }}"
},
"matchingColumns": [
"UserLinkedin"
],
"schema": [
{
"id": "id",
"displayName": "id",
"required": false,
"defaultMatch": true,
"display": true,
"type": "string",
"readOnly": true,
"removed": true
},
{
"id": "User",
"displayName": "User",
"required": false,
"defaultMatch": false,
"canBeUsedToMatch": true,
"display": true,
"type": "string",
"readOnly": false,
"removed": false
},
{
"id": "Role",
"displayName": "Role",
"required": false,
"defaultMatch": false,
"canBeUsedToMatch": true,
"display": true,
"type": "string",
"readOnly": false,
"removed": false
},
{
"id": "Industry",
"displayName": "Industry",
"required": false,
"defaultMatch": false,
"canBeUsedToMatch": true,
"display": true,
"type": "string",
"readOnly": false,
"removed": false
},
{
"id": "Company",
"displayName": "Company",
"required": false,
"defaultMatch": false,
"canBeUsedToMatch": true,
"display": true,
"type": "string",
"readOnly": false,
"removed": false
},
{
"id": "Employees",
"displayName": "Employees",
"required": false,
"defaultMatch": false,
"canBeUsedToMatch": true,
"display": true,
"type": "number",
"readOnly": false,
"removed": false
},
{
"id": "Country",
"displayName": "Country",
"required": false,
"defaultMatch": false,
"canBeUsedToMatch": true,
"display": true,
"type": "string",
"readOnly": false,
"removed": false
},
{
"id": "Qualified?",
"displayName": "Qualified?",
"required": false,
"defaultMatch": false,
"canBeUsedToMatch": true,
"display": true,
"type": "options",
"options": [
{
"name": "YES",
"value": "YES"
},
{
"name": "NO",
"value": "NO"
}
],
"readOnly": false,
"removed": false
},
{
"id": "Tagline",
"displayName": "Tagline",
"required": false,
"defaultMatch": false,
"canBeUsedToMatch": true,
"display": true,
"type": "string",
"readOnly": false,
"removed": false
},
{
"id": "Website",
"displayName": "Website",
"required": false,
"defaultMatch": false,
"canBeUsedToMatch": true,
"display": true,
"type": "string",
"readOnly": false,
"removed": false
},
{
"id": "CompanyLinkedin",
"displayName": "CompanyLinkedin",
"required": false,
"defaultMatch": false,
"canBeUsedToMatch": true,
"display": true,
"type": "string",
"readOnly": false,
"removed": false
},
{
"id": "UserLinkedin",
"displayName": "UserLinkedin",
"required": false,
"defaultMatch": false,
"canBeUsedToMatch": true,
"display": true,
"type": "string",
"readOnly": false,
"removed": false
},
{
"id": "Comment",
"displayName": "Comment",
"required": false,
"defaultMatch": false,
"canBeUsedToMatch": true,
"display": true,
"type": "string",
"readOnly": false,
"removed": false
},
{
"id": "Post",
"displayName": "Post",
"required": false,
"defaultMatch": false,
"canBeUsedToMatch": true,
"display": true,
"type": "string",
"readOnly": false,
"removed": false
},
{
"id": "Email",
"displayName": "Email",
"required": false,
"defaultMatch": false,
"canBeUsedToMatch": true,
"display": true,
"type": "string",
"readOnly": false,
"removed": false
},
{
"id": "Script",
"displayName": "Script",
"required": false,
"defaultMatch": false,
"canBeUsedToMatch": true,
"display": true,
"type": "string",
"readOnly": false,
"removed": false
}
],
"attemptToConvertTypes": false,
"convertFieldsToString": false
},
"options": {}
},
"type": "n8n-nodes-base.airtable",
"typeVersion": 2.1,
"position": [
2628,
133.75
],
"id": "316ea1bf-bede-43c9-80d5-e48a08b7b26d",
"name": "addLead",
"credentials": {
"airtableTokenApi": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"httpMethod": "POST",
"path": "f23190ff-f2c2-46dd-8d15-af00e14e2968",
"options": {}
},
"type": "n8n-nodes-base.webhook",
"typeVersion": 2,
"position": [
-1360,
357.5
],
"id": "9808d1a0-ec09-47cf-b405-ac874ba716e5",
"name": "Webhook"
},
{
"parameters": {
"operation": "search",
"base": {
"__rl": true,
"value": "apprh4AI6D3qVzN7A",
"mode": "list",
"cachedResultName": "Linkedin Comments",
"cachedResultUrl": "https://airtable.com/apprh4AI6D3qVzN7A"
},
"table": {
"__rl": true,
"value": "tblHgzisK8xfCO0Kz",
"mode": "list",
"cachedResultName": "Results",
"cachedResultUrl": "https://airtable.com/apprh4AI6D3qVzN7A/tblHgzisK8xfCO0Kz"
},
"filterByFormula": "={User}='{{ $('commenterInfo').item.json.commenterName }}'",
"options": {}
},
"type": "n8n-nodes-base.airtable",
"typeVersion": 2.1,
"position": [
996,
-40
],
"id": "66c1fd23-c143-4009-b2c6-c8aad59b8bc8",
"name": "isDuplicate",
"alwaysOutputData": true,
"credentials": {
"airtableTokenApi": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"conditions": {
"options": {
"caseSensitive": true,
"leftValue": "",
"typeValidation": "strict",
"version": 2
},
"conditions": [
{
"id": "3fe999a0-fe75-49b1-b23a-ab672a75687e",
"leftValue": "={{ $json.id }}",
"rightValue": "",
"operator": {
"type": "string",
"operation": "notExists",
"singleValue": true
}
},
{
"id": "5be8bd65-2f8b-443a-abdd-215f29163a4e",
"leftValue": "={{ $('getProfile').item.json.experience[0].company_linkedin_url }}",
"rightValue": "linkedin.com/company/",
"operator": {
"type": "string",
"operation": "contains"
}
}
],
"combinator": "and"
},
"options": {}
},
"type": "n8n-nodes-base.if",
"typeVersion": 2.2,
"position": [
1216,
-40
],
"id": "fd60317f-1e78-4dee-8482-2be3422045d9",
"name": "If"
},
{
"parameters": {
"promptType": "define",
"text": "=### INPUTS \n\n\"prospectFullName\": {{ $('commenterInfo').item.json.commenterName }},\n\"author\": {{ $('getPost').item.json.author.name }}\n\"postContent\": {{ $('getPost').item.json.post.text }},\n\"triggerKeyword\": Extract from postContent,\n\n \n\"ourCredibility\": \"We\u2019ve deployed similar GTM systems on 25 successful product launches\",\n \n\"bonusOffer\": \"a 1\u2011click prompt pack that auto\u2011fills the checklist + a blocker\u2011tracking sheet\",\n \n\"companyCTA\": \"Want me to shoot it over?\"\n",
"messages": {
"messageValues": [
{
"message": "### ROLE\nYou are a SaaS growth operator who writes concise, friendly LinkedIn DMs that convert\n\u201clead\u2011magnet commenters\u201d into warm conversations without sounding spammy.\n\n### TASK\n1. Open with the prospect\u2019s first name (IMPORTANT TO USE FIRST NAME ONLY) and acknowledge that they commented with **{triggerKeyword} on {author} post* (don't pretend that you are author. Just be helpful)\n2. Compliment the original asset in one short line, showing you actually read the post.\n3. Establish credibility using **{ourCredibility}** ( keep it to one clause ).\n4. Offer the **{bonusOffer}** for free, stressing it helps whether they\u2019ve started or not.\n5. End with a soft yes/no question (\u201cWant me to shoot it over?\u201d).\n6. Add *one* unobtrusive line for the **{companyCTA}** only after the ask.\n7. Keep total length \u2264 80 words. Use plain language\u2014no emojis unless the trigger keyword contains one.\n8. Return **only** the final DM text, no explanations.\n\n### OUTPUT\n<DM script>\n"
}
]
}
},
"type": "@n8n/n8n-nodes-langchain.chainLlm",
"typeVersion": 1.6,
"position": [
2252,
-40
],
"id": "3d43b687-632c-4e6e-b177-2de21c39b51d",
"name": "writeScript"
},
{
"parameters": {
"promptType": "define",
"text": "=Company inputs:\nCompany name: {{ $json.companyName }}\nTagline: {{ $json.tagline }}\nDescription: {{ $json.description }}\nIndustry: {{ $json.industry }}\nTaxonomy: {{ $json.industryV2Taxonomy }}\nNumber of employees: {{ $json.employeeCount }}\nLocation: {{ $json.headquarter.country }} + {{ $json.headquarter.city }}\n\nPerson inputs:\nName: {{ $('commenterInfo').item.json.commenterName }}\nHow they describe themselves: {{ $('commenterInfo').item.json.commenterHeadline }}\nRole: {{ $('getProfile').item.json.experience[0].title }}\n\nQualification criteria:\nThe person is considered qualified if all of the following are true:\n\n- The company is in one of these industries:\n-- Any industry\n\n- The company is located in:\n-- United states\n-- Canada\n-- Anywhere in Europe\n\n- The company has between: \n-- 10 and 500 employees\n\n- The person holds:\n-- Any position\n\nReturn YES or NO\n",
"hasOutputParser": true,
"messages": {
"messageValues": [
{
"message": "Based on the LinkedIn company data provided below, write a concise one-liner that includes:\n\nBusiness Type: Classify the company (e.g., SaaS, Marketing Agency, E-commerce, Recruitment Agency, Freelancer).\n\nDescription: A single, clear sentence summarizing what the company does.\n\nQualification: YES or NO\n\nEnsure the output is brief, accurate, and strictly follows this structure."
}
]
}
},
"type": "@n8n/n8n-nodes-langchain.chainLlm",
"typeVersion": 1.6,
"position": [
1660,
-40
],
"id": "fe81c6e7-489d-4c8c-a764-11c1628738af",
"name": "qualifyLead"
},
{
"parameters": {
"base": {
"__rl": true,
"value": "apprh4AI6D3qVzN7A",
"mode": "list",
"cachedResultName": "Linkedin Comments",
"cachedResultUrl": "https://airtable.com/apprh4AI6D3qVzN7A"
},
"table": {
"__rl": true,
"value": "tblaUPVjCSk1v2yGK",
"mode": "list",
"cachedResultName": "Posts",
"cachedResultUrl": "https://airtable.com/apprh4AI6D3qVzN7A/tblaUPVjCSk1v2yGK"
},
"id": "={{ $json.body.id }}",
"options": {}
},
"type": "n8n-nodes-base.airtable",
"typeVersion": 2.1,
"position": [
-1140,
357.5
],
"id": "e362fe28-ad85-4ce9-a1d7-81f667c130b0",
"name": "getPostUrl",
"credentials": {
"airtableTokenApi": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"content": "\n",
"width": 740,
"color": 7
},
"type": "n8n-nodes-base.stickyNote",
"typeVersion": 1,
"position": [
-980,
580
],
"id": "98b75b72-fa61-40a5-827e-6af774211987",
"name": "Sticky Note"
},
{
"parameters": {
"content": "## Airtable Base\nhttps://airtable.com/apprh4AI6D3qVzN7A/shrAlmkVmhheHOOfN\n\n## Airtable Script\n\nlet config = input.config();\n\nlet payload = {\n id: config.recordId\n};\n\nawait fetch(\"Your Webhook URL\", {\n method: \"POST\",\n headers: { \"Content-Type\": \"application/json\" },\n body: JSON.stringify(payload)\n});\n",
"height": 320,
"width": 420,
"color": 7
},
"type": "n8n-nodes-base.stickyNote",
"typeVersion": 1,
"position": [
-520,
800
],
"id": "1b14b1fe-dd2b-4fbb-8e3f-c65fedcc88e3",
"name": "Sticky Note2"
},
{
"parameters": {
"jsonSchemaExample": "{\n\t\"answer\": \"YES\"\n}"
},
"type": "@n8n/n8n-nodes-langchain.outputParserStructured",
"typeVersion": 1.2,
"position": [
400,
180
],
"id": "2a03775d-1458-4a67-9675-b07d9b957616",
"name": "Structured Output Parser1"
},
{
"parameters": {
"conditions": {
"options": {
"caseSensitive": true,
"leftValue": "",
"typeValidation": "strict",
"version": 2
},
"conditions": [
{
"id": "a93b8244-3324-4ca5-83f5-976e2da7aeea",
"leftValue": "={{ $json.output.answer }}",
"rightValue": "YES",
"operator": {
"type": "string",
"operation": "equals",
"name": "filter.operator.equals"
}
}
],
"combinator": "and"
},
"options": {}
},
"type": "n8n-nodes-base.if",
"typeVersion": 2.2,
"position": [
556,
-40
],
"id": "9847ebe5-c26f-4756-9004-07a7492ec22d",
"name": "IfLead"
},
{
"parameters": {
"promptType": "define",
"text": "=Post: {{ $('getPost').item.json.post.text }}\nComment: {{ $('getComments').item.json.text }}",
"hasOutputParser": true,
"messages": {
"messageValues": [
{
"message": "You are a helpful assistant.\nYour task is to analyze a post and a comment.\n\nIf the post explicitly asks for a keyword, and the comment includes that keyword, return YES.\n\nIn all other cases\u2014whether the post doesn\u2019t ask for a keyword, or the comment doesn\u2019t mention it\u2014return NO."
}
]
}
},
"type": "@n8n/n8n-nodes-langchain.chainLlm",
"typeVersion": 1.6,
"position": [
180,
-40
],
"id": "c52f4abd-2b98-449d-8ba0-b087d8b770ee",
"name": "hasIntent"
},
{
"parameters": {
"content": "### Update API key",
"height": 400,
"width": 180,
"color": 3
},
"type": "n8n-nodes-base.stickyNote",
"typeVersion": 1,
"position": [
1400,
-180
],
"id": "af76de9d-ef66-4124-88d7-f43d35dd74cd",
"name": "Sticky Note3"
},
{
"parameters": {
"content": "### Update API key",
"height": 400,
"width": 180,
"color": 3
},
"type": "n8n-nodes-base.stickyNote",
"typeVersion": 1,
"position": [
740,
-180
],
"id": "9de2ac28-8413-4794-954d-5e24603c23be",
"name": "Sticky Note4"
},
{
"parameters": {
"content": "### Update API key",
"height": 400,
"width": 400,
"color": 3
},
"type": "n8n-nodes-base.stickyNote",
"typeVersion": 1,
"position": [
-960,
180
],
"id": "66b3a28d-2f01-4462-a1dd-4760c5edf253",
"name": "Sticky Note5"
}
],
"connections": {
"getComments": {
"main": [
[
{
"node": "filterAuthor",
"type": "main",
"index": 0
}
]
]
},
"commenterInfo": {
"main": [
[
{
"node": "Loop Over Items",
"type": "main",
"index": 0
}
]
]
},
"getProfile": {
"main": [
[
{
"node": "isDuplicate",
"type": "main",
"index": 0
}
]
]
},
"getCompany": {
"main": [
[
{
"node": "qualifyLead",
"type": "main",
"index": 0
}
],
[]
]
},
"companyInfo": {
"main": [
[
{
"node": "writeScript",
"type": "main",
"index": 0
}
]
]
},
"Google Gemini Chat Model": {
"ai_languageModel": [
[
{
"node": "qualifyLead",
"type": "ai_languageModel",
"index": 0
},
{
"node": "Auto-fixing Output Parser",
"type": "ai_languageModel",
"index": 0
},
{
"node": "writeScript",
"type": "ai_languageModel",
"index": 0
},
{
"node": "hasIntent",
"type": "ai_languageModel",
"index": 0
}
]
]
},
"Auto-fixing Output Parser": {
"ai_outputParser": [
[
{
"node": "qualifyLead",
"type": "ai_outputParser",
"index": 0
}
]
]
},
"Structured Output Parser": {
"ai_outputParser": [
[
{
"node": "Auto-fixing Output Parser",
"type": "ai_outputParser",
"index": 0
}
]
]
},
"Loop Over Items": {
"main": [
[],
[
{
"node": "hasIntent",
"type": "main",
"index": 0
}
]
]
},
"getPost": {
"main": [
[
{
"node": "getComments",
"type": "main",
"index": 0
}
]
]
},
"filterAuthor": {
"main": [
[
{
"node": "commenterInfo",
"type": "main",
"index": 0
}
]
]
},
"addLead": {
"main": [
[
{
"node": "Loop Over Items",
"type": "main",
"index": 0
}
]
]
},
"Webhook": {
"main": [
[
{
"node": "getPostUrl",
"type": "main",
"index": 0
}
]
]
},
"isDuplicate": {
"main": [
[
{
"node": "If",
"type": "main",
"index": 0
}
]
]
},
"If": {
"main": [
[
{
"node": "getCompany",
"type": "main",
"index": 0
}
],
[
{
"node": "Loop Over Items",
"type": "main",
"index": 0
}
]
]
},
"writeScript": {
"main": [
[
{
"node": "addLead",
"type": "main",
"index": 0
}
]
]
},
"qualifyLead": {
"main": [
[
{
"node": "companyInfo",
"type": "main",
"index": 0
}
]
]
},
"getPostUrl": {
"main": [
[
{
"node": "getPost",
"type": "main",
"index": 0
}
]
]
},
"Structured Output Parser1": {
"ai_outputParser": [
[
{
"node": "hasIntent",
"type": "ai_outputParser",
"index": 0
}
]
]
},
"IfLead": {
"main": [
[
{
"node": "getProfile",
"type": "main",
"index": 0
}
],
[
{
"node": "Loop Over Items",
"type": "main",
"index": 0
}
]
]
},
"hasIntent": {
"main": [
[
{
"node": "IfLead",
"type": "main",
"index": 0
}
]
]
}
},
"active": false,
"settings": {
"executionOrder": "v1"
},
"versionId": "4f03e65b-0506-4d94-b0d3-78630c3c1baf",
"meta": {
"templateCredsSetupCompleted": true
},
"id": "6WzIBM6lHvwOC73h",
"tags": []
}
Credentials you'll need
Each integration node will prompt for credentials when you import. We strip credential IDs before publishing — you'll add your own.
airtableTokenApigooglePalmApi
About this workflow
LinkedinComments (youtube). Uses stickyNote, httpRequest, lmChatGoogleGemini, outputParserAutofixing. Webhook trigger; 27 nodes.
Source: https://github.com/Zie619/n8n-workflows — original creator credit. Request a take-down →