Cold-E-Mail-Einstieg für lokale Geschäftssuche: GPT-4 und Dumpling AI

Fortgeschritten

Dies ist ein Lead Generation, Multimodal AI-Bereich Automatisierungsworkflow mit 10 Nodes. Hauptsächlich werden Filter, SplitOut, FormTrigger, HttpRequest, GoogleSheets und andere Nodes verwendet. Cold-E-Mail-Einstiege basierend auf lokaler Geschäftssuche: GPT-4 und Dumpling AI

Voraussetzungen
  • Möglicherweise sind Ziel-API-Anmeldedaten erforderlich
  • Google Sheets API-Anmeldedaten
  • OpenAI API Key
Workflow-Vorschau
Visualisierung der Node-Verbindungen, mit Zoom und Pan
Workflow exportieren
Kopieren Sie die folgende JSON-Konfiguration und importieren Sie sie in n8n
{
  "id": "0qDhUTSyRmBi8kf1",
  "meta": {
    "instanceId": "a1ae5c8dc6c65e674f9c3947d083abcc749ef2546dff9f4ff01de4d6a36ebfe6",
    "templateCredsSetupCompleted": true
  },
  "name": "Cold Email Icebreakers from Local Business Search with GPT-4 and Dumpling AI",
  "tags": [],
  "nodes": [
    {
      "id": "5d586469-2b68-4eca-9d1b-123382c7df53",
      "name": "Formular: Suchbegriff einreichen",
      "type": "n8n-nodes-base.formTrigger",
      "position": [
        -360,
        -20
      ],
      "webhookId": "db2ca5f4-62f3-412a-b052-3292212ca865",
      "parameters": {
        "options": {},
        "formTitle": "Keyword",
        "formFields": {
          "values": [
            {
              "fieldLabel": "Keyword"
            }
          ]
        }
      },
      "typeVersion": 2.2
    },
    {
      "id": "25aa6db4-b732-488b-aa62-17512b364e6b",
      "name": "Dumpling AI: Durchsuche Google Maps nach Geschäften",
      "type": "n8n-nodes-base.httpRequest",
      "position": [
        -140,
        -20
      ],
      "parameters": {
        "url": "https://app.dumplingai.com/api/v1/search-maps",
        "method": "POST",
        "options": {},
        "jsonBody": "={\n  \"query\": \"{{$json.Keyword}}\",\n  \"page\": \"\"\n}\n",
        "sendBody": true,
        "specifyBody": "json",
        "authentication": "genericCredentialType",
        "genericAuthType": "httpHeaderAuth"
      },
      "credentials": {
        "httpHeaderAuth": {
          "id": "RLFzAcGRepr5eXZB",
          "name": "Dumpling AI-n8n"
        }
      },
      "typeVersion": 4.2
    },
    {
      "id": "f1f7cb08-4b00-4552-b7bc-7bd1d74f8268",
      "name": "🧮 Split: Einzelne Orte extrahieren",
      "type": "n8n-nodes-base.splitOut",
      "position": [
        80,
        -20
      ],
      "parameters": {
        "options": {},
        "fieldToSplitOut": "places"
      },
      "typeVersion": 1
    },
    {
      "id": "944774ac-686d-40d5-b0f1-8d075367347f",
      "name": "🔁 Loop: Verarbeite jedes Geschäft",
      "type": "n8n-nodes-base.splitInBatches",
      "position": [
        300,
        -20
      ],
      "parameters": {
        "options": {},
        "batchSize": 2
      },
      "typeVersion": 3
    },
    {
      "id": "d6a3f852-bd40-4c31-92c5-c580cc9338be",
      "name": "🧠 Dumpling AI: Extrahiere E-Mail + Website-Zusammenfassung",
      "type": "n8n-nodes-base.httpRequest",
      "onError": "continueRegularOutput",
      "position": [
        480,
        100
      ],
      "parameters": {
        "url": "https://app.dumplingai.com/api/v1/extract",
        "method": "POST",
        "options": {},
        "jsonBody": "={\n  \"url\": \"{{ $json.website }}\",\n  \"schema\": {\n    \"email\": \"string\",\n    \"websiteSummary\": \"string\"\n  }\n}\n",
        "sendBody": true,
        "specifyBody": "json",
        "authentication": "genericCredentialType",
        "genericAuthType": "httpHeaderAuth"
      },
      "credentials": {
        "httpHeaderAuth": {
          "id": "RLFzAcGRepr5eXZB",
          "name": "Dumpling AI-n8n"
        }
      },
      "typeVersion": 4.2
    },
    {
      "id": "bebe9509-1162-418c-8a04-1f4ec9bee0de",
      "name": "✍️ GPT-4: Schreibe personalisierte Eisbrecher-E-Mail",
      "type": "@n8n/n8n-nodes-langchain.openAi",
      "position": [
        720,
        100
      ],
      "parameters": {
        "modelId": {
          "__rl": true,
          "mode": "list",
          "value": "gpt-4o",
          "cachedResultName": "GPT-4O"
        },
        "options": {},
        "messages": {
          "values": [
            {
              "role": "system",
              "content": "=Prompt:\n\nYou are a Digital Marketing Specialist writing personalized ice breaker outreach emails.\n\nUsing the information provided below, write a short, friendly, and professional ice breaker message that shows genuine interest in the business and naturally opens the conversation to offer digital marketing help without sounding salesy or generic. The tone should be warm and customized to each business based on what they do.\n\nYour goal is to:\n\nMention something specific about the business using the website summary or keywords\n\nMake it sound like a real person wrote it, not a copy-paste email\n\nGently introduce your digital marketing agency as a potential support partner\n\n\nOutput:\nA short, 4-6 sentence email that:\n\nStarts with a warm ice breaker referencing something specific about the business\n\nExpresses genuine curiosity or admiration for what they do\n\nIntroduces you as someone who runs a digital marketing agency\n\nOpens the door for a conversation without being pushy\n\nExample Format:\n\nHi [First Name or Business Name],\n\nI came across [Business Name] while researching businesses that [reference from keywords or summary], and I was genuinely impressed by [insert insight from website summary]. It’s clear you're doing something meaningful in your space.\n\nI run a digital marketing agency that helps businesses like yours get even more visibility and drive consistent leads online. I’d love to explore how we might support your growth goals.\n\nWould it be okay if I shared a few ideas?"
            },
            {
              "content": "=Input:\n\nBusiness Name: {{ $('🧮 Split: Extract Individual Places').item.json.title }}\n\nKeywords:{{ $('🧮 Split: Extract Individual Places').item.json.types[1] }}  \n{{ $('🧮 Split: Extract Individual Places').item.json.types[0] }}\n\nWebsite Summary: {{ $json.results.websiteSummary }}"
            }
          ]
        }
      },
      "credentials": {
        "openAiApi": {
          "id": "dd8NvMC6rvx8RITo",
          "name": "OpenAi account 2"
        }
      },
      "executeOnce": true,
      "typeVersion": 1.8
    },
    {
      "id": "7ba29bb7-c99e-4e3e-98c8-ba4bef80fc64",
      "name": "✅ IF: E-Mail existiert",
      "type": "n8n-nodes-base.filter",
      "position": [
        1100,
        100
      ],
      "parameters": {
        "options": {},
        "conditions": {
          "options": {
            "version": 2,
            "leftValue": "",
            "caseSensitive": true,
            "typeValidation": "strict"
          },
          "combinator": "and",
          "conditions": [
            {
              "id": "1cc31bf9-2bc4-4fc3-932e-44d08697cd7a",
              "operator": {
                "type": "string",
                "operation": "exists",
                "singleValue": true
              },
              "leftValue": "={{ $('🧠 Dumpling AI: Extract Email + Website Summary').item.json.results.email }}",
              "rightValue": ""
            }
          ]
        }
      },
      "typeVersion": 2.2
    },
    {
      "id": "d299e441-4a1b-491e-880b-b13c78942e46",
      "name": "📄 Logge in Google Sheets",
      "type": "n8n-nodes-base.googleSheets",
      "position": [
        1320,
        100
      ],
      "parameters": {
        "columns": {
          "value": {
            "Email": "={{ $('🧠 Dumpling AI: Extract Email + Website Summary').item.json.results.email }}",
            "Phone": "={{ $('🧮 Split: Extract Individual Places').item.json.phoneNumber }}",
            "Title": "={{ $('🧮 Split: Extract Individual Places').item.json.title }}",
            "Ice Breaker": "={{ $json.message.content }}",
            "Website URL": "={{ $('🧮 Split: Extract Individual Places').item.json.website }}",
            "Website Summary": "={{ $('🧠 Dumpling AI: Extract Email + Website Summary').item.json.results.websiteSummary }}"
          },
          "schema": [
            {
              "id": "Title",
              "type": "string",
              "display": true,
              "required": false,
              "displayName": "Title",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "Email",
              "type": "string",
              "display": true,
              "required": false,
              "displayName": "Email",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "Phone",
              "type": "string",
              "display": true,
              "required": false,
              "displayName": "Phone",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "Ice Breaker",
              "type": "string",
              "display": true,
              "required": false,
              "displayName": "Ice Breaker",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "Website URL",
              "type": "string",
              "display": true,
              "removed": false,
              "required": false,
              "displayName": "Website URL",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "Website Summary",
              "type": "string",
              "display": true,
              "required": false,
              "displayName": "Website Summary",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            }
          ],
          "mappingMode": "defineBelow",
          "matchingColumns": [
            "Website URL"
          ],
          "attemptToConvertTypes": false,
          "convertFieldsToString": false
        },
        "options": {},
        "operation": "appendOrUpdate",
        "sheetName": {
          "__rl": true,
          "mode": "list",
          "value": "gid=0",
          "cachedResultUrl": "https://docs.google.com/spreadsheets/d/1GDIewE5xJMdRWlLJH_b8TnaoahTfRMBgc774VEl95wU/edit#gid=0",
          "cachedResultName": "Sheet1"
        },
        "documentId": {
          "__rl": true,
          "mode": "list",
          "value": "",
          "cachedResultUrl": "https://docs.google.com/spreadsheets/d/1GDIewE5xJMdRWlLJH_b8TnaoahTfRMBgc774VEl95wU/edit?usp=drivesdk",
          "cachedResultName": "Cold email outreach"
        }
      },
      "credentials": {
        "googleSheetsOAuth2Api": {
          "id": "GaJqJHuS5mQxap7q",
          "name": "Google Sheets account"
        }
      },
      "typeVersion": 4.6
    },
    {
      "id": "9dcf2513-c329-445f-9cdc-cdbceb8b25a5",
      "name": "📤 Instantly API: Zur Kampagne hinzufügen",
      "type": "n8n-nodes-base.httpRequest",
      "position": [
        640,
        -140
      ],
      "parameters": {
        "url": "https://api.instantly.ai/api/v1/lead/add",
        "method": "POST",
        "options": {},
        "sendBody": true,
        "authentication": "genericCredentialType",
        "bodyParameters": {
          "parameters": [
            {
              "name": "campaign_id",
              "value": "CampaignID"
            },
            {
              "name": "email",
              "value": "={{ $json.title }}"
            },
            {
              "name": "personalization",
              "value": "={{ $('✍️ GPT-4: Write Personalized Icebreaker Email').first().json.message.content }}"
            },
            {
              "name": "phone",
              "value": "={{ $('Dumpling AI: Search Google Maps for Businesses').first().json.places[1].phoneNumber }}"
            },
            {
              "name": "website",
              "value": "={{ $('Dumpling AI: Search Google Maps for Businesses').first().json.places[1].website }}"
            }
          ]
        },
        "genericAuthType": "httpHeaderAuth"
      },
      "credentials": {
        "httpHeaderAuth": {
          "id": "Db4bdaRp3JlzPR3a",
          "name": "Instantly"
        }
      },
      "typeVersion": 4.2
    },
    {
      "id": "9a7f63ba-c5fd-4406-8819-c13331ab025f",
      "name": "Kurznotiz",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -340,
        -360
      ],
      "parameters": {
        "width": 740,
        "height": 440,
        "content": "### ✉️ Cold Email Icebreaker Generator\n\nThis workflow:\n- Accepts a keyword (e.g. \"dentist in New York\")\n- Searches local businesses using Dumpling AI\n- Extracts website summaries and emails\n- Uses GPT-4 to write short, friendly icebreaker emails\n- Logs results to Google Sheets\n- Optionally adds leads to Instantly.ai campaigns\n\n✅ Tools Used:\n- Dumpling AI\n- GPT-4\n- Google Sheets\n- Instantly.ai (optional)\n"
      },
      "typeVersion": 1
    }
  ],
  "active": false,
  "pinData": {
    "Form: Submit Search Keyword": [
      {
        "json": {
          "Keyword": "Dentist in New york",
          "formMode": "test",
          "submittedAt": "2025-07-18T10:33:34.824+10:00"
        }
      }
    ],
    "🧠 Dumpling AI: Extract Email + Website Summary": [
      {
        "json": {
          "results": {
            "email": "info@209nycdental.com",
            "websiteSummary": "209 NYC Dental is a dental practice in New York City offering a variety of services, including general dentistry, cosmetic dentistry, implant dentistry, and periodontics. They have been in practice since 1887 and have a team of experienced dentists and staff. They offer a free consultation and financing options are available."
          },
          "screenshotUrl": "https://pub-1ff5a17124b34b658b5b75065b3a03e8.r2.dev/temp-bbc74f5f-750b-4af9-b8bf-3355f6bd9c92.png"
        }
      },
      {
        "json": {
          "results": {
            "email": null,
            "websiteSummary": "We are committed to providing quality healthcare to families located in the New York area and treat patients of all ages. We provide comprehensive solutions for our patients' oral health needs. Believing in the importance of listening to our patients, we take the time to truly understand each person's needs, goals, and lifestyle. By understanding our patients' objectives we can provide solutions that will improve their health while transforming their smile into something bright and beautiful.\n\nNew York Dental Office is located at 245 E 63rd St #110, New York, NY. We are currently accepting new patients, and you can schedule an appointment by calling 212-548-3261."
          },
          "screenshotUrl": "https://pub-1ff5a17124b34b658b5b75065b3a03e8.r2.dev/temp-6550bf47-d201-47e2-9278-fec56c2f9901.png"
        }
      }
    ]
  },
  "settings": {
    "executionOrder": "v1"
  },
  "versionId": "82424895-4ea4-4891-a151-6bfa542fdc2d",
  "connections": {
    "7ba29bb7-c99e-4e3e-98c8-ba4bef80fc64": {
      "main": [
        [
          {
            "node": "d299e441-4a1b-491e-880b-b13c78942e46",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "d299e441-4a1b-491e-880b-b13c78942e46": {
      "main": [
        [
          {
            "node": "944774ac-686d-40d5-b0f1-8d075367347f",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "5d586469-2b68-4eca-9d1b-123382c7df53": {
      "main": [
        [
          {
            "node": "25aa6db4-b732-488b-aa62-17512b364e6b",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "944774ac-686d-40d5-b0f1-8d075367347f": {
      "main": [
        [
          {
            "node": "9dcf2513-c329-445f-9cdc-cdbceb8b25a5",
            "type": "main",
            "index": 0
          }
        ],
        [
          {
            "node": "d6a3f852-bd40-4c31-92c5-c580cc9338be",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "f1f7cb08-4b00-4552-b7bc-7bd1d74f8268": {
      "main": [
        [
          {
            "node": "944774ac-686d-40d5-b0f1-8d075367347f",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "25aa6db4-b732-488b-aa62-17512b364e6b": {
      "main": [
        [
          {
            "node": "f1f7cb08-4b00-4552-b7bc-7bd1d74f8268",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "bebe9509-1162-418c-8a04-1f4ec9bee0de": {
      "main": [
        [
          {
            "node": "7ba29bb7-c99e-4e3e-98c8-ba4bef80fc64",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "d6a3f852-bd40-4c31-92c5-c580cc9338be": {
      "main": [
        [
          {
            "node": "bebe9509-1162-418c-8a04-1f4ec9bee0de",
            "type": "main",
            "index": 0
          }
        ]
      ]
    }
  }
}
Häufig gestellte Fragen

Wie verwende ich diesen Workflow?

Kopieren Sie den obigen JSON-Code, erstellen Sie einen neuen Workflow in Ihrer n8n-Instanz und wählen Sie "Aus JSON importieren". Fügen Sie die Konfiguration ein und passen Sie die Anmeldedaten nach Bedarf an.

Für welche Szenarien ist dieser Workflow geeignet?

Fortgeschritten - Lead-Generierung, Multimodales KI

Ist es kostenpflichtig?

Dieser Workflow ist völlig kostenlos. Beachten Sie jedoch, dass Drittanbieterdienste (wie OpenAI API), die im Workflow verwendet werden, möglicherweise kostenpflichtig sind.

Workflow-Informationen
Schwierigkeitsgrad
Fortgeschritten
Anzahl der Nodes10
Kategorie2
Node-Typen8
Schwierigkeitsbeschreibung

Für erfahrene Benutzer, mittelkomplexe Workflows mit 6-15 Nodes

Externe Links
Auf n8n.io ansehen

Diesen Workflow teilen

Kategorien

Kategorien: 34