Agent intelligent de prospection IA

• •Compte Google et informations d'identification Gmail API
• •Peut nécessiter les informations d'identification d'authentification de l'API cible
• •Informations d'identification Google Sheets API
• •Clé API OpenAI
• •Clé API Google Gemini

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  "meta": {
    "instanceId": "061ca141d020a6e1355b8c7fe05f92a699e37e92079ad2e150a506ee8bbe9e11"
  },
  "name": "AI Lead Machine Agent",
  "tags": [],
  "nodes": [
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      "name": "On form submission",
      "type": "n8n-nodes-base.formTrigger",
      "position": [
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      ],
      "webhookId": "2ef0c938-f117-4f6c-840a-b2dc35a615b3",
      "parameters": {
        "options": {
          "buttonLabel": "GO 🚀",
          "appendAttribution": false
        },
        "formTitle": "Lead Machine",
        "formFields": {
          "values": [
            {
              "fieldLabel": "Business Type",
              "placeholder": "e.g. Plumber",
              "requiredField": true
            },
            {
              "fieldLabel": "Location",
              "placeholder": "e.g. Rome, Italy",
              "requiredField": true
            },
            {
              "fieldType": "number",
              "fieldLabel": "Lead Number",
              "requiredField": true
            },
            {
              "fieldType": "dropdown",
              "fieldLabel": "Email Style",
              "fieldOptions": {
                "values": [
                  {
                    "option": "Friendly"
                  },
                  {
                    "option": "Professional"
                  },
                  {
                    "option": "Simple"
                  }
                ]
              }
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        },
        "formDescription": "Provide the Info Below"
      },
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    },
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      "name": "Requête HTTP",
      "type": "n8n-nodes-base.httpRequest",
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      ],
      "parameters": {
        "url": "=Apify_Actor_Endpoint_URL",
        "options": {},
        "jsonBody": "={\n    \"includeWebResults\": false,\n    \"language\": \"en\",\n    \"locationQuery\": \"{{ $json.Location }}\",\n    \"maxCrawledPlacesPerSearch\": {{ $json['Lead Number'] }},\n    \"maxImages\": 0,\n    \"maximumLeadsEnrichmentRecords\": 0,\n    \"scrapeContacts\": false,\n    \"scrapeDirectories\": false,\n    \"scrapeImageAuthors\": false,\n    \"scrapePlaceDetailPage\": false,\n    \"scrapeReviewsPersonalData\": true,\n    \"scrapeTableReservationProvider\": false,\n    \"searchStringsArray\": [\n        \"{{ $json['Business Type'] }}\"\n    ],\n    \"skipClosedPlaces\": false\n}",
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      "position": [
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      ],
      "parameters": {
        "color": 3,
        "width": 752,
        "height": 336,
        "content": "# Business Data"
      },
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    },
    {
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      "name": "Extracteur d'informations",
      "type": "@n8n/n8n-nodes-langchain.informationExtractor",
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      ],
      "parameters": {
        "text": "=Website: {{ $json.website }}",
        "options": {},
        "attributes": {
          "attributes": [
            {
              "name": "Email Address",
              "required": true,
              "description": "=find out the best only one email address from the website after scraping the website. The mail address have to be in ideal format."
            }
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        }
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    },
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      "name": "Modèle de chat Google Gemini",
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      },
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      "name": "Filtrer",
      "type": "n8n-nodes-base.filter",
      "position": [
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      ],
      "parameters": {
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        "conditions": {
          "options": {
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            "leftValue": "",
            "caseSensitive": true,
            "typeValidation": "strict"
          },
          "combinator": "and",
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              "operator": {
                "type": "string",
                "operation": "exists",
                "singleValue": true
              },
              "leftValue": "={{ $json.website }}",
              "rightValue": ""
            }
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      ],
      "parameters": {
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            "Address": "={{ $('Filter').item.json.address }}",
            "Website": "={{ $('Filter').item.json.website }}",
            "Category": "={{ $('Filter').item.json.categoryName }}",
            "Company Name": "={{ $('Filter').item.json.title }}",
            "Email Address": "={{ $json.output['Email Address'] }}",
            "Phone Nummber": "={{ $('Filter').item.json.phoneUnformatted }}"
          },
          "schema": [
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              "id": "Company Name",
              "type": "string",
              "display": true,
              "required": false,
              "displayName": "Company Name",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "Category",
              "type": "string",
              "display": true,
              "removed": false,
              "required": false,
              "displayName": "Category",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "Website",
              "type": "string",
              "display": true,
              "required": false,
              "displayName": "Website",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "Phone Nummber",
              "type": "string",
              "display": true,
              "required": false,
              "displayName": "Phone Nummber",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "Email Address",
              "type": "string",
              "display": true,
              "required": false,
              "displayName": "Email Address",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "Address",
              "type": "string",
              "display": true,
              "required": false,
              "displayName": "Address",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "Cold Mail Status",
              "type": "string",
              "display": true,
              "required": false,
              "displayName": "Cold Mail Status",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "SEND Time",
              "type": "string",
              "display": true,
              "required": false,
              "displayName": "SEND Time",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            }
          ],
          "mappingMode": "defineBelow",
          "matchingColumns": [],
          "attemptToConvertTypes": false,
          "convertFieldsToString": false
        },
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        "operation": "append",
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          "cachedResultName": "Sheet1"
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              "id": "0601f2d2-2522-471e-9e11-29498a47e19a",
              "operator": {
                "type": "string",
                "operation": "contains"
              },
              "leftValue": "={{ $json.output['Email Address'] }}",
              "rightValue": "@"
            }
          ]
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      },
      "typeVersion": 2.2
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    {
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      "name": "Aucune opération, do nothing",
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      "position": [
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      ],
      "parameters": {
        "color": 4,
        "width": 1136,
        "height": 368,
        "content": "# Getting the Email Address"
      },
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    },
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      "name": "Send a message",
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      "parameters": {
        "sendTo": "={{ $json['Email Address'] }}",
        "message": "={{ $('Information Extractor1').item.json.output['Mail Body'] }}",
        "options": {
          "appendAttribution": false
        },
        "subject": "={{ $('Information Extractor1').item.json.output['Mail Subject'] }}",
        "emailType": "text"
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      "name": "Extracteur d'informations1",
      "type": "@n8n/n8n-nodes-langchain.informationExtractor",
      "position": [
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      ],
      "parameters": {
        "text": "=You are a perfect cold mail generator for a Digital Marketing Agency named Upward Engine.\n\nHere's the Information about the Recipient:\n\nCompany Name: {{ $('Loop Over Items').item.json['Company Name'] }}\nBusiness Type: {{ $('Loop Over Items').item.json.Category }}\n\nEmail Style / Email Tune : {{ $json['Email Style'] }}\n\nThe Email style is given just to understand how the mail will be.\n\nInstructions:\n\n1. Always start with giving a greting to the Company like Hi Company Name,\n2. Always use We not I.\n3. Mail have to be professional, Clean and to the point\n4. At last give a Signeture Like:\n   [Your Name]\n  [Your Company/Agency Name]",
        "options": {},
        "attributes": {
          "attributes": [
            {
              "name": "Mail Subject",
              "required": true,
              "description": "Eye catchy mail Subject for the cold mail"
            },
            {
              "name": "Mail Body",
              "required": true,
              "description": "=body message of the mail, a perfect and clear cold mail."
            }
          ]
        }
      },
      "typeVersion": 1.2
    },
    {
      "id": "325cc956-c3b8-4222-bdd6-0712d9061f99",
      "name": "Modèle de chat OpenAI",
      "type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
      "position": [
        448,
        992
      ],
      "parameters": {
        "model": {
          "__rl": true,
          "mode": "list",
          "value": "gpt-4.1-mini"
        },
        "options": {}
      },
      "typeVersion": 1.2
    },
    {
      "id": "8b727879-86bf-411e-a0b0-7cf4e55be0e5",
      "name": "Append or update row in sheet",
      "type": "n8n-nodes-base.googleSheets",
      "position": [
        1248,
        864
      ],
      "parameters": {
        "columns": {
          "value": {
            "SEND Time": "={{ $('Edit Fields1').item.json['Send Time'] }}",
            "Email Address": "={{ $('Edit Fields1').item.json['Email Address'] }}",
            "Cold Mail Status": "✅"
          },
          "schema": [
            {
              "id": "Company Name",
              "type": "string",
              "display": true,
              "required": false,
              "displayName": "Company Name",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "Category",
              "type": "string",
              "display": true,
              "required": false,
              "displayName": "Category",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "Website",
              "type": "string",
              "display": true,
              "required": false,
              "displayName": "Website",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "Phone Nummber",
              "type": "string",
              "display": true,
              "required": false,
              "displayName": "Phone Nummber",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "Email Address",
              "type": "string",
              "display": true,
              "removed": false,
              "required": false,
              "displayName": "Email Address",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "Address",
              "type": "string",
              "display": true,
              "required": false,
              "displayName": "Address",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "Cold Mail Status",
              "type": "string",
              "display": true,
              "required": false,
              "displayName": "Cold Mail Status",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "SEND Time",
              "type": "string",
              "display": true,
              "required": false,
              "displayName": "SEND Time",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            }
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          ],
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          "convertFieldsToString": false
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          "cachedResultUrl": "https://docs.google.com/spreadsheets/d/1LmOvSzCOAlrgxQg5r77eVkyJWw3V0VDUAWgkoHWql1Y/edit?usp=drivesdk",
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      "position": [
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      ],
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        "color": 5,
        "width": 2096,
        "height": 448,
        "content": "# Email Send"
      },
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    },
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              "id": "8ab73a5e-6659-4615-9f03-a1b3dacaa42e",
              "name": "Send Time",
              "type": "string",
              "value": "={{$now.toFormat(\"MM-dd-yyyy (h:mm a)\")}}"
            },
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              "name": "Email Address",
              "type": "string",
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            }
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    },
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      ],
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      "name": "Attendre",
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      ],
      "webhookId": "a8a457d5-f88d-451c-ac51-1af17c8435b0",
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      "type": "n8n-nodes-base.stickyNote",
      "position": [
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      ],
      "parameters": {
        "width": 480,
        "height": 464,
        "content": "## Start here: Step-by Step Youtube Tutorial :star:\n\n[![I Built an Auto Lead Finder AI Agent](https://img.youtube.com/vi/3UwutV1x3mA/sddefault.jpg)](https://youtu.be/3UwutV1x3mA?si=FtH1dNr5dtnOFedD)"
      },
      "typeVersion": 1
    },
    {
      "id": "fdb08105-efcd-4e48-ba07-86aab936a2ef",
      "name": "Note adhésive4",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        1696,
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      ],
      "parameters": {
        "width": 1200,
        "height": 672,
        "content": "\n\n---\n\n# 🛠 Setup Guide\n\nFollow these steps to get started:\n\n1. **Set up the Lead Machine Form**\n   Customize the form fields (Business Type, Location, Lead Number, Email Style) in the **Form Trigger** node. This is how you collect the target lead criteria.\n\n2. **Plug in your [Apify](https://apify.com/) API endpoint**\n   Replace `Apify_Actor_Endpoint_URL` in the **HTTP Request** node with your own Apify actor URL to scrape business data.\n\n3. **Add your [Google Gemini](https://aistudio.google.com/apikey) credentials**\n   This is used in the **Information Extractor** node to find the best email address from a business website.\n\n4. **Connect your [Google Sheets](https://docs.google.com/spreadsheets/)**\n   Link the sheet in both **Append row** and **Append/Update row** nodes. Make sure your sheet has columns for Company Name, Website, Phone, Email, Address, Category, Cold Mail Status, and Send Time.\n\n5. **Add your [OpenAI](https://platform.openai.com/) API key**\n   This powers the cold email generation in the **Information Extractor1** node for subject & body creation.\n\n6. **Connect your [Gmail](https://mail.google.com/) account**\n   In the **Send a message** node, link your Gmail account to send the cold emails automatically.\n\nOnce all connections are set, your workflow will **collect leads, store them, and send cold emails automatically** 🚀\n\n---\n"
      },
      "typeVersion": 1
    }
  ],
  "active": false,
  "pinData": {},
  "settings": {
    "executionOrder": "v1"
  },
  "versionId": "004cb861-1063-4df9-81c8-972afc2160d3",
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    },
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        [
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    },
    "OpenAI Chat Model": {
      "ai_languageModel": [
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          {
            "node": "Information Extractor1",
            "type": "ai_languageModel",
            "index": 0
          }
        ]
      ]
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