KI-Netzwerk-Forscher für den Vertrieb

Experte

Dies ist ein Lead Generation, AI Summarization-Bereich Automatisierungsworkflow mit 17 Nodes. Hauptsächlich werden Set, Merge, GoogleSheets, ManualTrigger, SplitInBatches und andere Nodes verwendet. Anreichung von Unternehmensprofilen für Markteintrittsrecherche mit Explorium MCP und Claude AI

Voraussetzungen
  • Google Sheets API-Anmeldedaten
  • Anthropic 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": "F45TTZf5JIuQ8mdg",
  "meta": {
    "instanceId": "0a70652f43c1b29dd16c35b61a38fd31c8004f58bc7e723bf43262a797407c77",
    "templateId": "2324",
    "templateCredsSetupCompleted": true
  },
  "name": "AI web researcher for sales",
  "tags": [],
  "nodes": [
    {
      "id": "71b06728-7f59-49e3-9365-3281189a6659",
      "name": "Bei Klick auf \"Workflow testen\"",
      "type": "n8n-nodes-base.manualTrigger",
      "position": [
        920,
        340
      ],
      "parameters": {},
      "typeVersion": 1
    },
    {
      "id": "b37019e3-c7ab-4119-986d-c27d082a036e",
      "name": "Eingabe",
      "type": "n8n-nodes-base.set",
      "position": [
        1380,
        340
      ],
      "parameters": {
        "options": {},
        "assignments": {
          "assignments": [
            {
              "id": "fcc97354-b9f6-4459-a004-46e87902c77c",
              "name": "company_input",
              "type": "string",
              "value": "={{ $json.input }}"
            },
            {
              "id": "e5415c49-5204-45b1-a0e9-814157127b12",
              "name": "row_number",
              "type": "number",
              "value": "={{ $json.row_number }}"
            }
          ]
        }
      },
      "typeVersion": 3.3
    },
    {
      "id": "24e2f3b0-8b90-49a9-bde6-0fb0c2baf52a",
      "name": "Webseiteninhalt abrufen",
      "type": "@n8n/n8n-nodes-langchain.toolWorkflow",
      "position": [
        2280,
        560
      ],
      "parameters": {
        "name": "get_website_content",
        "source": "parameter",
        "description": "This tool will return the text from the given URL. ",
        "workflowJson": "{\n  \"meta\": {\n    \"templateCredsSetupCompleted\": true,\n    \"instanceId\": \"2b1cc1a8b0a2fb9caab11ab2d5eb3712f9973066051b2e898cf4041a1f2a7757\"\n  },\n  \"nodes\": [\n    {\n      \"parameters\": {},\n      \"id\": \"475eaf3c-7e11-457e-8b72-4d3e683e2f80\",\n      \"name\": \"Execute Workflow Trigger\",\n      \"type\": \"n8n-nodes-base.executeWorkflowTrigger\",\n      \"typeVersion\": 1,\n      \"position\": [\n        260,\n        340\n      ]\n    },\n    {\n      \"parameters\": {\n        \"url\": \"={{ $json.query.url }}\",\n        \"options\": {}\n      },\n      \"id\": \"321fbc74-d749-4f9b-954e-7cad37601ddf\",\n      \"name\": \"Visit Website\",\n      \"type\": \"n8n-nodes-base.httpRequest\",\n      \"typeVersion\": 4.2,\n      \"position\": [\n        440,\n        340\n      ]\n    },\n    {\n      \"parameters\": {\n        \"operation\": \"extractHtmlContent\",\n        \"extractionValues\": {\n          \"values\": [\n            {\n              \"key\": \"body\",\n              \"cssSelector\": \"html\",\n              \"skipSelectors\": \"head\"\n            }\n          ]\n        },\n        \"options\": {\n          \"cleanUpText\": true\n        }\n      },\n      \"id\": \"6e51732a-4999-4805-838b-f692e9965197\",\n      \"name\": \"HTML\",\n      \"type\": \"n8n-nodes-base.html\",\n      \"typeVersion\": 1.2,\n      \"position\": [\n        620,\n        340\n      ]\n    }\n  ],\n  \"connections\": {\n    \"Execute Workflow Trigger\": {\n      \"main\": [\n        [\n          {\n            \"node\": \"Visit Website\",\n            \"type\": \"main\",\n            \"index\": 0\n          }\n        ]\n      ]\n    },\n    \"Visit Website\": {\n      \"main\": [\n        [\n          {\n            \"node\": \"HTML\",\n            \"type\": \"main\",\n            \"index\": 0\n          }\n        ]\n      ]\n    }\n  },\n  \"pinData\": {\n    \"Execute Workflow Trigger\": [\n      {\n        \"query\": {\n          \"url\": \"https://www.lemlist.com\"\n        }\n      }\n    ]\n  }\n}",
        "jsonSchemaExample": "{\n\t\"url\": \"https://www.lemlist.com\"\n}",
        "specifyInputSchema": true,
        "responsePropertyName": "body"
      },
      "typeVersion": 1.1
    },
    {
      "id": "4fe311f2-4983-4380-b4ed-a827a406fce5",
      "name": "Strukturierter Ausgabe-Parser",
      "type": "@n8n/n8n-nodes-langchain.outputParserStructured",
      "position": [
        2620,
        660
      ],
      "parameters": {
        "schemaType": "manual",
        "inputSchema": "{\n\t\"type\": \"object\",\n\t\"properties\": {\n\t\t\"case_study_link\": {\n\t\t\t\"type\":[\"string\", \"null\"]\n\t\t},\n      \t\t\"domain\": {\n\t\t\t\"type\": [\"string\", \"null\"]\n\t\t},\n           \"linkedinUrl\": {\n\t\t\t\"type\": [\"string\", \"null\"]\n\t\t},\n     \t\"market\": {\n\t\t\t\"type\": [\"string\", \"null\"]\n\t\t},\n\t\t\"cheapest_plan\": {\n\t\t\t\"type\": [\"number\", \"null\"]\n\t\t},\n\t\"has_enterprise_plan\": {\n\t\t\t\"type\": [\"boolean\", \"null\"]\n\t\t},\n\t\"has_API\": {\n\t\t\t\"type\": [\"boolean\", \"null\"]\n\t\t},\n\t\"has_free_trial\": {\n\t\t\t\"type\": [\"boolean\", \"null\"]\n\t\t},\n\t\"integrations\": {\n\t\t\t\"type\": [\"array\",\"null\"],\n      \"items\": {\n\t\t\t\t\"type\": \"string\"\n\t\t\t}\n\t\t}\n\t}\n}"
      },
      "typeVersion": 1.2
    },
    {
      "id": "89ed0723-4dbe-428d-b1a9-ebdf515e42bb",
      "name": "Über Elemente iterieren",
      "type": "n8n-nodes-base.splitInBatches",
      "position": [
        1600,
        340
      ],
      "parameters": {
        "options": {}
      },
      "typeVersion": 3
    },
    {
      "id": "34ea3862-e8e5-4bf2-a9aa-2ad084376bb5",
      "name": "AI Researcher Ausgabedaten",
      "type": "n8n-nodes-base.set",
      "position": [
        2380,
        280
      ],
      "parameters": {
        "options": {},
        "assignments": {
          "assignments": [
            {
              "id": "4109ca11-1bb8-4f5c-8bec-a962f44b0746",
              "name": "domain",
              "type": "string",
              "value": "={{ $json.output.domain }}"
            },
            {
              "id": "7f492768-375e-48fa-866b-644b2b5cbd68",
              "name": "linkedinUrl",
              "type": "string",
              "value": "={{ $json.output.linkedinUrl }}"
            },
            {
              "id": "e30b0d07-68db-45a1-9593-fd6ce24a1d50",
              "name": "market",
              "type": "string",
              "value": "={{ $json.output.market }}"
            },
            {
              "id": "0c03a51e-2c07-4583-85c6-d3d2ee81c5d1",
              "name": "cheapest_plan",
              "type": "number",
              "value": "={{ $json.output.cheapest_plan }}"
            },
            {
              "id": "0c9622d0-8446-4663-9a94-964b5df851f1",
              "name": "has_enterprise_plan",
              "type": "boolean",
              "value": "={{ $json.output.has_enterprise_plan }}"
            },
            {
              "id": "564cf6ea-457f-4762-bc19-6900b7d5743c",
              "name": "has_API",
              "type": "boolean",
              "value": "={{ $json.output.has_API }}"
            },
            {
              "id": "7fd39897-65c3-45d6-9563-8254f55ecef0",
              "name": "has_free_trial",
              "type": "boolean",
              "value": "={{ $json.output.has_free_trial }}"
            },
            {
              "id": "26477939-d407-4cae-92b2-9a9dc0f53a64",
              "name": "integrations",
              "type": "array",
              "value": "={{ $json.output.integrations }}"
            },
            {
              "id": "f0cc61d1-6b6b-4142-8627-4a4c721b19a1",
              "name": "case_study_link",
              "type": "string",
              "value": "={{ $json.output.case_study_link }}"
            }
          ]
        }
      },
      "typeVersion": 3.3
    },
    {
      "id": "ff1cb26d-6138-4ee1-9f28-4ecc80c1c8ae",
      "name": "Google Sheets - Zeile mit Daten aktualisieren",
      "type": "n8n-nodes-base.googleSheets",
      "position": [
        2960,
        680
      ],
      "parameters": {
        "columns": {
          "value": {
            "domain": "={{ $json.domain }}",
            "market": "={{ $json.market }}",
            "row_number": "={{ $json.row_number }}",
            "linkedinUrl": "={{ $json.linkedinUrl }}",
            "integrations": "={{ $json.integrations }}",
            "cheapest_plan": "={{ $json.cheapest_plan }}",
            "has_free_trial": "={{ $json.has_free_trial }}",
            "enrichment_status": "done",
            "has_entreprise_plan": "={{ $json.has_enterprise_plan }}",
            "last_case_study_link": "={{ $json.case_study_link }}"
          },
          "schema": [
            {
              "id": "input",
              "type": "string",
              "display": true,
              "removed": true,
              "required": false,
              "displayName": "input",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "domain",
              "type": "string",
              "display": true,
              "required": false,
              "displayName": "domain",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "linkedinUrl",
              "type": "string",
              "display": true,
              "required": false,
              "displayName": "linkedinUrl",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "has_free_trial",
              "type": "string",
              "display": true,
              "required": false,
              "displayName": "has_free_trial",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "cheapest_plan",
              "type": "string",
              "display": true,
              "required": false,
              "displayName": "cheapest_plan",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "has_entreprise_plan",
              "type": "string",
              "display": true,
              "required": false,
              "displayName": "has_entreprise_plan",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "last_case_study_link",
              "type": "string",
              "display": true,
              "required": false,
              "displayName": "last_case_study_link",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "market",
              "type": "string",
              "display": true,
              "required": false,
              "displayName": "market",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "integrations",
              "type": "string",
              "display": true,
              "required": false,
              "displayName": "integrations",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "enrichment_status",
              "type": "string",
              "display": true,
              "required": false,
              "displayName": "enrichment_status",
              "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/1NZbhZSBhuJIfL3waJ8Vitz2_0pZASia4cAKma-hN_lo/edit#gid=0",
          "cachedResultName": "input"
        },
        "documentId": {
          "__rl": true,
          "mode": "list",
          "value": "1NZbhZSBhuJIfL3waJ8Vitz2_0pZASia4cAKma-hN_lo",
          "cachedResultUrl": "https://docs.google.com/spreadsheets/d/1NZbhZSBhuJIfL3waJ8Vitz2_0pZASia4cAKma-hN_lo/edit?usp=drivesdk",
          "cachedResultName": "Enrich companies using AI agents [template]"
        }
      },
      "credentials": {
        "googleSheetsOAuth2Api": {
          "id": "ichpKIhnbuwz30pf",
          "name": "Google Sheets account 2"
        }
      },
      "typeVersion": 4.3
    },
    {
      "id": "6611f852-b4d6-4a07-9428-db206ef57cc3",
      "name": "Daten zusammenführen",
      "type": "n8n-nodes-base.merge",
      "position": [
        2720,
        180
      ],
      "parameters": {
        "mode": "combine",
        "options": {},
        "combinationMode": "mergeByPosition"
      },
      "typeVersion": 2.1
    },
    {
      "id": "2a19516b-33a1-4987-9b5f-242a084621e0",
      "name": "Haftnotiz",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        440,
        100
      ],
      "parameters": {
        "width": 409.013165632244,
        "height": 658.061460122593,
        "content": "## Read Me\n\nThis workflow allows you to do account research with the web using AI.\n\nThe advanced AI module has 2 capabilities: \n- Research Google using SerpAPI\n- Visit and get website content using a sub-workflow\n\n\nFrom an unstructured input like a domain or a company name. \n\nIt will return the following properties: \n- domain\n- company Linkedin Url\n- cheapest plan\n- has free trial\n- has entreprise plan\n- has API\n- market (B2B or B2C)\n\n\nThe strength of n8n here is that you can adapt this workflow to research whatever information you need.\n\nYou just have to precise it in the prompt and to precise the output format in the \"Strutured Output Parser\" module.\n\n[Click here to find more detailed instructions with video guide.](https://lempire.notion.site/AI-Web-research-with-n8n-a25aae3258d0423481a08bd102f16906)\n"
      },
      "typeVersion": 1
    },
    {
      "id": "67d485c9-3289-4bb3-9523-cd24c0b1aa05",
      "name": "Zu anreichernde Zeilen abrufen",
      "type": "n8n-nodes-base.googleSheets",
      "position": [
        1140,
        340
      ],
      "parameters": {
        "options": {},
        "sheetName": {
          "__rl": true,
          "mode": "list",
          "value": "gid=0",
          "cachedResultUrl": "https://docs.google.com/spreadsheets/d/1NZbhZSBhuJIfL3waJ8Vitz2_0pZASia4cAKma-hN_lo/edit#gid=0",
          "cachedResultName": "input"
        },
        "documentId": {
          "__rl": true,
          "mode": "list",
          "value": "1NZbhZSBhuJIfL3waJ8Vitz2_0pZASia4cAKma-hN_lo",
          "cachedResultUrl": "https://docs.google.com/spreadsheets/d/1NZbhZSBhuJIfL3waJ8Vitz2_0pZASia4cAKma-hN_lo/edit?usp=drivesdk",
          "cachedResultName": "Enrich companies using AI agents [template]"
        }
      },
      "credentials": {
        "googleSheetsOAuth2Api": {
          "id": "pNcMgK8HfBbrkIMe",
          "name": "Google Sheets account 7"
        }
      },
      "typeVersion": 4.3
    },
    {
      "id": "8bf0deae-dda7-4e27-9ac7-978db14cca19",
      "name": "Haftnotiz2",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        2540,
        600
      ],
      "parameters": {
        "color": 3,
        "width": 260,
        "height": 216,
        "content": "Precise here the format in which you need the data to be "
      },
      "typeVersion": 1
    },
    {
      "id": "dc4f1550-1e3c-4175-a2b3-10153dc2fd77",
      "name": "Haftnotiz3",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
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      ],
      "parameters": {
        "color": 3,
        "width": 320,
        "height": 200,
        "content": "### Ask AI what are the information you are looking for about the company"
      },
      "typeVersion": 1
    },
    {
      "id": "70fc73a0-303b-46e1-822d-cebdbccf8e32",
      "name": "Haftnotiz4",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        1900,
        580
      ],
      "parameters": {
        "color": 3,
        "width": 220,
        "height": 209,
        "content": "Explorium MCP Server does all the research for us!"
      },
      "typeVersion": 1
    },
    {
      "id": "d7db2452-ba3d-4adb-bd8b-d17a92d1bce5",
      "name": "KI-Unternehmensrecherche",
      "type": "@n8n/n8n-nodes-langchain.agent",
      "position": [
        1920,
        280
      ],
      "parameters": {
        "text": "=This is the company I want you to research info about:\n{{ $json.company_input }}\n\nReturn me:\n- the linkedin URL of the company\n- the domain of the company. in this format ([domain].[tld])\n- market: if they are B2B or B2C. Only reply by \"B2B\" or \"B2B\"\n- the lowest paid plan the company is offering. If you are not sure, reply null.\n- the latest case study URL published on the website (find case study hub using google, and return the first case study link)\n- tell me if the company offer an API\n- tell me if the company has an enterprise plan\n- tell me if the company has a free trial mentionned in their homepage. reply false if you don't find strong evidence.\n- return an array with up to 5 tools the company is integrated with",
        "options": {
          "maxIterations": 20
        },
        "promptType": "define",
        "hasOutputParser": true
      },
      "typeVersion": 1.6
    },
    {
      "id": "79eff129-790b-46da-bef3-899eb6db3ced",
      "name": "Haftnotiz7",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        1080,
        -40
      ],
      "parameters": {
        "color": 4,
        "width": 175,
        "height": 486,
        "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/1vR6s2nlTwu01v3GP7wvSRWS5W49FJIh20ZF7AUkmMDo/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": "4453d2c7-3b14-4d6a-962c-1388e931ca55",
      "name": "MCP Client",
      "type": "@n8n/n8n-nodes-langchain.mcpClientTool",
      "position": [
        1960,
        640
      ],
      "parameters": {
        "sseEndpoint": "mcp.explorium.ai/sse",
        "authentication": "headerAuth"
      },
      "credentials": {
        "httpHeaderAuth": {
          "id": "LZOE1nqmRk3X6r1J",
          "name": "Explorium"
        }
      },
      "typeVersion": 1
    },
    {
      "id": "7fc6657a-fa50-4107-b5f7-aa70a7ff81db",
      "name": "Anthropic Chat Model",
      "type": "@n8n/n8n-nodes-langchain.lmChatAnthropic",
      "position": [
        1800,
        540
      ],
      "parameters": {
        "model": {
          "__rl": true,
          "mode": "list",
          "value": "claude-3-7-sonnet-20250219",
          "cachedResultName": "Claude 3.7 Sonnet"
        },
        "options": {}
      },
      "credentials": {
        "anthropicApi": {
          "id": "FQdE6twB8nCJNoxV",
          "name": "Anthropic account"
        }
      },
      "typeVersion": 1.3
    }
  ],
  "active": false,
  "pinData": {},
  "settings": {
    "executionOrder": "v1"
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}
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?

Experte - Lead-Generierung, KI-Zusammenfassung

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
Experte
Anzahl der Nodes17
Kategorie2
Node-Typen11
Schwierigkeitsbeschreibung

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Externe Links
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Kategorien

Kategorien: 34