Automatisez le Résumé de Vos Emails avec A.I. et Messagerie
Ce workflow n8n vous permet d'automatiser la gestion de vos emails en utilisant l'intelligence artificielle pour résume...
Documentation Complète
📋 Automatisation d'Enrichissement de Profils LinkedIn et Génération d'Ice Breakers
💡 Description
Ce workflow n8n automatise l'enrichissement des profils LinkedIn grâce à Bright Data et génère des ice breakers personnalisés à l'aide de modèles de langage avancés. Les informations enrichies sont ensuite enregistrées dans Google Sheets, permettant un suivi et une gestion centralisés. Cette solution améliore la personnalisation des interactions professionnelles en fournissant des informations pertinentes et contextuelles, tout en réduisant le temps consacré aux tâches répétitives.
📈 Impact & ROI: En automatisant le processus d'enrichissement et de personnalisation, ce workflow permet de gagner du temps, d'améliorer la pertinence des interactions et de maximiser l'engagement client, entraînant une augmentation potentielle du taux de conversion.
🚀 Fonctionnalités Clés
- ✅ Enrichissement automatisé des profils LinkedIn avec Bright Data
- ✅ Génération d'ice breakers personnalisés via des modèles de langage
- ✅ Intégration fluide avec Google Sheets pour le suivi des données
- ✅ Optimisation du temps grâce à l'automatisation complète du processus
📊 Architecture Technique
21
Nodes
Nodes
14
Connexions
Connexions
3
Services
Services
🔌 Services Intégrés
Bright DataAnthropic ClaudeGoogle Sheets
🔧 Composition du Workflow
| Node | Type | Description |
|---|---|---|
| When clicking "Test workflow" | manualTrigger | Traitement des données |
| Sticky Note | stickyNote | Traitement des données |
| Get rows to enrich | googleSheets | Traitement des données |
| Sticky Note3 | stickyNote | Traitement des données |
| Sticky Note5 | stickyNote | Traitement des données |
| Sticky Note7 | stickyNote | Traitement des données |
| Sticky Note9 | stickyNote | Traitement des données |
| Anthropic Chat Model | @n8n/n8n-nodes-langchain.lmChatAnthropic | Traitement des données |
| Sticky Note4 | stickyNote | Traitement des données |
| Sticky Note1 | stickyNote | Traitement des données |
| Basic LLM Chain- Ice Breaker | @n8n/n8n-nodes-langchain.chainLlm | Traitement des données |
| BrightData_Get_Linkedin | httpRequest | Requête HTTP vers une API externe |
| Adjust_input_for_loop | set | Traitement des données |
| HTTP_Request_Post_Request_BrightData | httpRequest | Requête HTTP vers une API externe |
| Wait_For_API_Call_Results | wait | Traitement des données |
| API_Call_Snapshot_Progress | httpRequest | Requête HTTP vers une API externe |
| IF-Checking_Status_API_Call | if | Condition logique pour router le flux |
| Google Sheets - Update Row with data From API | googleSheets | Traitement des données |
| Google Sheets - Update Row with Ice Breaker | googleSheets | Traitement des données |
| Run Workflow on a certain Schedule | scheduleTrigger | Traitement des données |
| Loop Over Items- All Prospects | splitInBatches | Division des données en plusieurs branches |
📖 Guide d'Implémentation
- Import du workflow: Téléchargez le fichier JSON et importez-le dans votre instance n8n
- Configuration des credentials: Configurez les accès pour chaque service utilisé
- Personnalisation: Adaptez les paramètres selon vos besoins spécifiques
- Test: Exécutez le workflow en mode test pour vérifier le bon fonctionnement
- Activation: Activez le workflow pour une exécution automatique
🏷️ Tags
Structure JSON
Voir le code JSON complet
{
"meta": {
"instanceId": "5aaf4236c70e34e423fbdb2c7b754d19253a933bb1476d548f75848a01e473cf",
"templateId": "3561"
},
"nodes": [
{
"id": "f3641141-a880-4400-bad7-909558848c20",
"name": "When clicking \"Test workflow\"",
"type": "n8n-nodes-base.manualTrigger",
"position": [
2260,
820
],
"parameters": [],
"typeVersion": 1
},
{
"id": "7b1ddbd1-f918-4ef9-a05e-2c02e6de75df",
"name": "Sticky Note",
"type": "n8n-nodes-base.stickyNote",
"position": [
380,
580
],
"parameters": {
"color": 4,
"width": 1289,
"height": 2698,
"content": "=======================================\n WORKFLOW DETAILS & GUIDELINES\n=======================================\nName:\n LinkedIn Enrichment & Ice Breaker Generator\n\nPurpose:\n Automate the process of enriching LinkedIn profiles using Bright Data,\n generate personalized ice breakers with an LLM, and update Google Sheets.\n\nTools Needed:\n - n8n Nodes:\n • Manual Trigger or Schedule Trigger\n • Set\n • SplitInBatches\n • HTTP Request\n • If\n • Wait\n • Google Sheets\n • LangChain LLM (Claude via Anthropic)\n - External Services:\n • Bright Data (Dataset API)\n • Anthropic Claude (Haiku)\n • Google Sheets API\n\nAPI Keys & Authentication Required:\n • Bright Data API Key\n → Used in HTTP Request headers as:\n `Authorization: Bearer YOUR_BRIGHTDATA_API_KEY`\n • Google Sheets OAuth2 Credentials\n → Connects n8n to your Google account for reading\/writing to Sheets.\n • Anthropic API Key\n → Used for generating ice breakers via Claude models.\n → Must be set in the Anthropic credential section in n8n.\n\nGeneral Guidelines:\n • Use descriptive and consistent naming for all nodes.\n • Add retry limits to polling loops to avoid infinite cycles.\n • Ensure each LinkedIn URL maps to a unique `row_number`.\n • Obfuscate any keys before sharing the workflow publicly.\n\nThings to be Aware Of:\n • Bright Data may require some delay (via Wait node) before snapshot is ready.\n • Retry logic should not exceed API rate limits.\n • If snapshot fails or times out, ensure fallback logging is in place.\n • Claude model IDs and prompt formats may change — validate before updates.\n\nAdditional Notes:\n • Make a copy of the Google Sheet template before use.\n • Replace placeholders in `Authorization` headers and credentials section.\n • Use test data first to avoid exhausting API quotas during setup.\n\n=======================================\n\nThis workflow allows you to enrich LinkedIn profiles using Bright Data,\ngenerate AI-written ice breakers with Claude, and log everything into Google Sheets.\n"
},
"typeVersion": 1
},
{
"id": "215cd515-149b-41b1-adbe-fa203cbc9b5d",
"name": "Get rows to enrich",
"type": "n8n-nodes-base.googleSheets",
"position": [
2540,
820
],
"parameters": {
"options": [],
"sheetName": {
"__rl": true,
"mode": "list",
"value": "gid=0",
"cachedResultUrl": "https:\/\/docs.google.com\/spreadsheets\/d\/1g8Dum0tfZ1nQdd3b6sLhZX2aMu6FzwoVvD0EAXMpPx8\/edit#gid=0",
"cachedResultName": "input"
},
"documentId": {
"__rl": true,
"mode": "list",
"value": "1g8Dum0tfZ1nQdd3b6sLhZX2aMu6FzwoVvD0EAXMpPx8",
"cachedResultUrl": "https:\/\/docs.google.com\/spreadsheets\/d\/1g8Dum0tfZ1nQdd3b6sLhZX2aMu6FzwoVvD0EAXMpPx8\/edit?usp=drivesdk",
"cachedResultName": "NoFluff-N8N-Sheet-Template-Hyper Personalization"
}
},
"credentials": {
"googleSheetsOAuth2Api": {
"id": "gq9mwBL5a74eYjfd",
"name": "Google Sheets account"
}
},
"typeVersion": 4.3
},
{
"id": "f140e851-6409-4169-b5af-28ab6f16d99c",
"name": "Sticky Note3",
"type": "n8n-nodes-base.stickyNote",
"position": [
3220,
680
],
"parameters": {
"width": 1420,
"height": 460,
"content": "Personal Data"
},
"typeVersion": 1
},
{
"id": "8878ae56-0772-498a-b153-b628222f6688",
"name": "Sticky Note5",
"type": "n8n-nodes-base.stickyNote",
"position": [
2220,
680
],
"parameters": {
"width": 266.12865147126786,
"height": 627.5654650079845,
"content": "Run the workflow manually or activate it to run on schedule\n"
},
"typeVersion": 1
},
{
"id": "df3f1f83-1092-40fe-bc5d-301e9a118601",
"name": "Sticky Note7",
"type": "n8n-nodes-base.stickyNote",
"position": [
2500,
460
],
"parameters": {
"width": 194.6864335083109,
"height": 525.6560478822986,
"content": "In this workflow, I use Google Sheets to store the results. \n\nYou can use my template to get started faster:\n\n1. [Click on this link to get the template](https:\/\/docs.google.com\/spreadsheets\/d\/1_jbr5zBllTy_pGbogfGSvyv1_0a77I8tU-Ai7BjTAw4\/edit?usp=sharing)\n2. Make a copy of the Sheets\n3. Add the URL to this node and the node **\"Google Sheets - Update Row with data\"**\n\n\n"
},
"typeVersion": 1
},
{
"id": "1c294196-206a-4add-8d47-8558ba99515d",
"name": "Sticky Note9",
"type": "n8n-nodes-base.stickyNote",
"position": [
380,
240
],
"parameters": {
"color": 4,
"width": 1280,
"height": 320,
"content": "=======================================\n WORKFLOW ASSISTANCE\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=======================================\n"
},
"typeVersion": 1
},
{
"id": "3491b2bf-83a0-4966-9ff5-9c7c55f316e0",
"name": "Anthropic Chat Model",
"type": "@n8n\/n8n-nodes-langchain.lmChatAnthropic",
"position": [
4800,
1240
],
"parameters": {
"model": {
"__rl": true,
"mode": "list",
"value": "claude-3-5-haiku-20241022",
"cachedResultName": "Claude 3.5 Haiku"
},
"options": []
},
"typeVersion": 1.3
},
{
"id": "66b79bfc-3447-4b42-9617-308e490079bb",
"name": "Sticky Note4",
"type": "n8n-nodes-base.stickyNote",
"position": [
4720,
880
],
"parameters": {
"width": 1120,
"height": 580,
"content": "ICE BREAKER\n"
},
"typeVersion": 1
},
{
"id": "7557e53f-b898-4831-a52e-be9eeb0f4964",
"name": "Sticky Note1",
"type": "n8n-nodes-base.stickyNote",
"position": [
2940,
560
],
"parameters": {
"color": 4,
"width": 2980,
"height": 1000,
"content": "LOOP"
},
"typeVersion": 1
},
{
"id": "0119ee4c-bc70-4aef-84e0-881cdea57aa9",
"name": "Basic LLM Chain- Ice Breaker",
"type": "@n8n\/n8n-nodes-langchain.chainLlm",
"position": [
4920,
900
],
"parameters": {
"text": "=Help me with writing a witty Ice breaker to try to persuade {{ $json.name }} from{{ $('BrightData_Get_Linkedin').item.json.city }}. His About section in his Linkedin profile says:{{ $('BrightData_Get_Linkedin').item.json.about }}. \nHe also had a recent post about:{{ $('BrightData_Get_Linkedin').item.json.posts[0].title }}\n\nMake it 4 lines maximum. Focus more on his recent post, not the about. Just to make it feel personalized yet respectful and not creepy.\n\nWRITE THE ICE BREAKER Straight away. Dont write \"here's a draft\" or any other text before your actual response.",
"promptType": "define"
},
"retryOnFail": true,
"typeVersion": 1.6
},
{
"id": "e3965132-4d21-4252-ab26-525128d79d29",
"name": "BrightData_Get_Linkedin",
"type": "n8n-nodes-base.httpRequest",
"position": [
4120,
740
],
"parameters": {
"url": "=https:\/\/api.brightdata.com\/datasets\/v3\/snapshot\/{{ $json.snapshot_id }}",
"options": [],
"sendQuery": true,
"sendHeaders": true,
"queryParameters": {
"parameters": [
{
"name": "format",
"value": "json"
}
]
},
"headerParameters": {
"parameters": [
{
"name": "Authorization",
"value": "Bearer <BRIGHT_DATA_API_KEY>"
}
]
}
},
"typeVersion": 4.2
},
{
"id": "0e55b67e-7ddb-4431-8250-59be59c6c557",
"name": "Adjust_input_for_loop",
"type": "n8n-nodes-base.set",
"position": [
2740,
820
],
"parameters": {
"options": [],
"assignments": {
"assignments": [
{
"id": "fcc97354-b9f6-4459-a004-46e87902c77c",
"name": "person_input",
"type": "string",
"value": "={{ $json.Linkedin_URL_Person }}"
},
{
"id": "e5415c49-5204-45b1-a0e9-814157127b12",
"name": "row_number",
"type": "number",
"value": "={{ $json.row_number }}"
}
]
}
},
"typeVersion": 3.3
},
{
"id": "0cc85426-64f7-41f8-bd9a-215aaaad3299",
"name": "HTTP_Request_Post_Request_BrightData",
"type": "n8n-nodes-base.httpRequest",
"position": [
3300,
740
],
"parameters": {
"url": "https:\/\/api.brightdata.com\/datasets\/v3\/trigger",
"method": "POST",
"options": [],
"jsonBody": "=[\n {\n \"url\": \"{{ $json.person_input }}\"\n }\n]",
"sendBody": true,
"sendQuery": true,
"sendHeaders": true,
"specifyBody": "json",
"queryParameters": {
"parameters": [
{
"name": "dataset_id",
"value": "gd_l1viktl72bvl7bjuj0"
},
{
"name": "include_errors",
"value": "true"
}
]
},
"headerParameters": {
"parameters": [
{
"name": "Authorization",
"value": "Bearer <BRIGHT_DATA_API_KEY>"
}
]
}
},
"typeVersion": 4.2
},
{
"id": "851b23e0-6a1b-4a47-95e9-d2f769243a57",
"name": "Wait_For_API_Call_Results",
"type": "n8n-nodes-base.wait",
"position": [
3500,
740
],
"webhookId": "8005a2b3-2195-479e-badb-d90e4240e699",
"parameters": {
"amount": 10
},
"executeOnce": false,
"typeVersion": 1.1
},
{
"id": "294a7c03-2268-4d7a-b4e7-a52faa78d929",
"name": "API_Call_Snapshot_Progress",
"type": "n8n-nodes-base.httpRequest",
"position": [
3660,
840
],
"parameters": {
"url": "=https:\/\/api.brightdata.com\/datasets\/v3\/progress\/{{ $json.snapshot_id }}",
"options": [],
"sendHeaders": true,
"headerParameters": {
"parameters": [
{
"name": "Authorization",
"value": "Bearer <Bright_Data_API_KEY>"
}
]
}
},
"typeVersion": 4.2
},
{
"id": "d568403b-c323-4798-b7e5-e4a89dfe7830",
"name": "IF-Checking_Status_API_Call",
"type": "n8n-nodes-base.if",
"position": [
3860,
900
],
"parameters": {
"options": [],
"conditions": {
"options": {
"version": 2,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "strict"
},
"combinator": "and",
"conditions": [
{
"id": "7932282b-71bb-4bbb-ab73-4978e554de7e",
"operator": {
"name": "filter.operator.equals",
"type": "string",
"operation": "equals"
},
"leftValue": "={{ $json.status }}",
"rightValue": "running"
}
]
}
},
"typeVersion": 2.2
},
{
"id": "b44b5f4b-8aef-4ea3-bbd7-1e72548dda64",
"name": "Google Sheets - Update Row with data From API",
"type": "n8n-nodes-base.googleSheets",
"position": [
4500,
940
],
"parameters": {
"columns": {
"value": {
"city": "={{ $json.city }}",
"name": "={{ $json.name }}",
"about": "={{ $json.about }}",
"row_number": "={{ $('Loop Over Items- All Prospects').item.json.row_number }}",
"country_code": "={{ $json.country_code }}",
"Linkedin_URL_Person": "={{ $json.input.url }}",
"current_company.name": "={{ $json.current_company.name }}"
},
"schema": [
{
"id": "Linkedin_URL_Person",
"type": "string",
"display": true,
"removed": false,
"required": false,
"displayName": "Linkedin_URL_Person",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "name",
"type": "string",
"display": true,
"removed": false,
"required": false,
"displayName": "name",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "city",
"type": "string",
"display": true,
"removed": false,
"required": false,
"displayName": "city",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "country_code",
"type": "string",
"display": true,
"removed": false,
"required": false,
"displayName": "country_code",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "Position",
"type": "string",
"display": true,
"removed": false,
"required": false,
"displayName": "Position",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "about",
"type": "string",
"display": true,
"removed": false,
"required": false,
"displayName": "about",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "current_company.name",
"type": "string",
"display": true,
"removed": false,
"required": false,
"displayName": "current_company.name",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "Post 1",
"type": "string",
"display": true,
"removed": false,
"required": false,
"displayName": "Post 1",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "Post 2",
"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "Post 2",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "Post 3",
"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "Post 3",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "Ice Breaker 1",
"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "Ice Breaker 1",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "Ice Breaker 2",
"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "Ice Breaker 2",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "row_number",
"type": "string",
"display": true,
"removed": false,
"readOnly": true,
"required": false,
"displayName": "row_number",
"defaultMatch": false,
"canBeUsedToMatch": true
}
],
"mappingMode": "defineBelow",
"matchingColumns": [
"row_number"
],
"attemptToConvertTypes": false,
"convertFieldsToString": false
},
"options": [],
"operation": "update",
"sheetName": {
"__rl": true,
"mode": "list",
"value": "gid=0",
"cachedResultUrl": "https:\/\/docs.google.com\/spreadsheets\/d\/1_jbr5zBllTy_pGbogfGSvyv1_0a77I8tU-Ai7BjTAw4\/edit#gid=0",
"cachedResultName": "input"
},
"documentId": {
"__rl": true,
"mode": "list",
"value": "1_jbr5zBllTy_pGbogfGSvyv1_0a77I8tU-Ai7BjTAw4",
"cachedResultUrl": "https:\/\/docs.google.com\/spreadsheets\/d\/1_jbr5zBllTy_pGbogfGSvyv1_0a77I8tU-Ai7BjTAw4\/edit?usp=drivesdk",
"cachedResultName": "NoFluff-N8N-Sheet-Template"
}
},
"typeVersion": 4.3,
"alwaysOutputData": true
},
{
"id": "081f9e1d-6325-4645-bb0c-368a8ac3be99",
"name": "Google Sheets - Update Row with Ice Breaker",
"type": "n8n-nodes-base.googleSheets",
"position": [
5400,
1340
],
"parameters": {
"columns": {
"value": {
"row_number": "={{ $('Loop Over Items- All Prospects').item.json.row_number }}",
"Ice Breaker 1": "={{ $json.text }}"
},
"schema": [
{
"id": "Linkedin_URL_Person",
"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "Linkedin_URL_Person",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "name",
"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "name",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "city",
"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "city",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "country_code",
"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "country_code",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "Position",
"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "Position",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "about",
"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "about",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "current_company.name",
"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "current_company.name",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "Post 1",
"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "Post 1",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "Post 2",
"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "Post 2",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "Post 3",
"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "Post 3",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "Ice Breaker 1",
"type": "string",
"display": true,
"removed": false,
"required": false,
"displayName": "Ice Breaker 1",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "Ice Breaker 2",
"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "Ice Breaker 2",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "row_number",
"type": "string",
"display": true,
"removed": false,
"readOnly": true,
"required": false,
"displayName": "row_number",
"defaultMatch": false,
"canBeUsedToMatch": true
}
],
"mappingMode": "defineBelow",
"matchingColumns": [
"row_number"
],
"attemptToConvertTypes": false,
"convertFieldsToString": false
},
"options": [],
"operation": "update",
"sheetName": {
"__rl": true,
"mode": "list",
"value": "gid=0",
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