Automatisation de l'analyse des réseaux sociaux et emailing personnalisé

{
    "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": "thomas@pollup.net"
                        },
                        {
                            "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": "thomas@pollup.net"
            },
            "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 [Thomas@pollup.net](mailto:thomas@pollup.net)\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
                    }
                ]
            ]
        }
    }
}