Automatisches Scraping von Make.com-Rekrutierungsboards mit GPT-5-mini für Zusammenfassungen und E-Mail-Zusammenfassungen

Experte

Dies ist ein Automatisierungsworkflow mit 18 Nodes. Hauptsächlich werden Code, Html, Merge, Filter, EmailSend und andere Nodes verwendet. Automatisches Scrapen von Make.com-Jobbördern zur Zusammenfassung und E-Mail-Zusammenfassung mit GPT-5-mini

Voraussetzungen
  • Möglicherweise sind Ziel-API-Anmeldedaten erforderlich

Kategorie

-
Workflow-Vorschau
Visualisierung der Node-Verbindungen, mit Zoom und Pan
Workflow exportieren
Kopieren Sie die folgende JSON-Konfiguration und importieren Sie sie in n8n
{
  "meta": {
    "instanceId": "42450f423595f391b7c323eb4191c0bc81df9f6de5483a12f34f76cb4146556c",
    "templateCredsSetupCompleted": true
  },
  "nodes": [
    {
      "id": "65c33726-bacc-4180-b62f-15701697516d",
      "name": "Structured Output Parser",
      "type": "@n8n/n8n-nodes-langchain.outputParserStructured",
      "position": [
        1488,
        400
      ],
      "parameters": {
        "jsonSchemaExample": "{\n\t\"summary\": \"What the client is looking to build\"\n}"
      },
      "typeVersion": 1.2
    },
    {
      "id": "652bb452-ea0e-4719-813d-994436d15960",
      "name": "OpenRouter Chat Model",
      "type": "@n8n/n8n-nodes-langchain.lmChatOpenRouter",
      "position": [
        1360,
        400
      ],
      "parameters": {
        "model": "openai/gpt-5-mini",
        "options": {}
      },
      "credentials": {
        "openRouterApi": {
          "id": "aCsTDT5LGS5D8Ndl",
          "name": "OpenRouter account"
        }
      },
      "typeVersion": 1
    },
    {
      "id": "c92e0da2-85ff-4a57-970f-1b9f636b8a1b",
      "name": "Haupt-Stellenboard abrufen",
      "type": "n8n-nodes-base.httpRequest",
      "position": [
        224,
        144
      ],
      "parameters": {
        "url": "https://community.make.com/tag/professional-service",
        "options": {}
      },
      "typeVersion": 4.2
    },
    {
      "id": "45216826-c35d-4724-808a-0fc119fb60f4",
      "name": "Stellenanzeigen-Links extrahieren",
      "type": "n8n-nodes-base.html",
      "position": [
        448,
        144
      ],
      "parameters": {
        "options": {},
        "operation": "extractHtmlContent",
        "extractionValues": {
          "values": [
            {
              "key": "jobTitle",
              "cssSelector": ".topic-list-item .main-link .link-top-line a",
              "returnArray": true
            },
            {
              "key": "jobLink",
              "attribute": "href",
              "cssSelector": ".topic-list-item .main-link .link-top-line a",
              "returnArray": true,
              "returnValue": "attribute"
            },
            {
              "key": "date",
              "cssSelector": ".topic-list-item td:last-child",
              "returnArray": true
            }
          ]
        }
      },
      "typeVersion": 1.2
    },
    {
      "id": "3fb97846-8387-430c-bc8a-a20528978a46",
      "name": "Neue/gültige Jobs filtern",
      "type": "n8n-nodes-base.filter",
      "position": [
        896,
        144
      ],
      "parameters": {
        "options": {},
        "conditions": {
          "options": {
            "version": 2,
            "leftValue": "",
            "caseSensitive": true,
            "typeValidation": "strict"
          },
          "combinator": "and",
          "conditions": [
            {
              "id": "9db031ce-cbcc-4ccf-8f68-ca6fee8cd510",
              "operator": {
                "type": "dateTime",
                "operation": "after"
              },
              "leftValue": "={{ $json.date }}",
              "rightValue": "={{$now.minus({days: 7})}} "
            }
          ]
        }
      },
      "typeVersion": 2.2
    },
    {
      "id": "bdabba9a-ba1f-4261-8b97-d8e19987a730",
      "name": "Einzelne Stellenbeschreibungsseite abrufen",
      "type": "n8n-nodes-base.httpRequest",
      "position": [
        1120,
        32
      ],
      "parameters": {
        "url": "={{ $json.jobLink }}",
        "options": {}
      },
      "typeVersion": 4.2
    },
    {
      "id": "0bcf04e4-f4c6-4530-8f42-58baa8e7f19d",
      "name": "HTML-Seiteninhalt für LLM bereitstellen",
      "type": "n8n-nodes-base.html",
      "position": [
        1408,
        -128
      ],
      "parameters": {
        "options": {},
        "operation": "extractHtmlContent",
        "extractionValues": {
          "values": [
            {
              "key": "jobDescription",
              "attribute": "content",
              "cssSelector": "meta[property=\"og:description\"]",
              "returnValue": "attribute"
            }
          ]
        }
      },
      "typeVersion": 1.2
    },
    {
      "id": "d16a28e9-c6cd-4aa9-9ed6-c25f3a8a6ea6",
      "name": "Stellendetails mit KI extrahieren",
      "type": "@n8n/n8n-nodes-langchain.chainLlm",
      "position": [
        1344,
        176
      ],
      "parameters": {
        "text": "={{ $json.data }}",
        "messages": {
          "messageValues": [
            {
              "message": "=<prompt>\n    <purpose>\n        Based on this HTML your task is to provide a summary of what the client is looking to build with the automation software make.com\n    </purpose>\n\n    <instructions>\n        <instruction>Output in json format</instruction>\n        <instruction>Give a high level summary of what the client wants to build</instruction>\n        <instruction>Make sure to only distill the relevant text from all the HTML input</instruction>\n    </instructions>\n</prompt>"
            }
          ]
        },
        "promptType": "define",
        "hasOutputParser": true
      },
      "typeVersion": 1.5
    },
    {
      "id": "eb84699b-e02c-4ef8-b37a-2ffaf395396e",
      "name": "KI-Daten und URL kombinieren",
      "type": "n8n-nodes-base.merge",
      "position": [
        1696,
        160
      ],
      "parameters": {
        "mode": "combine",
        "options": {},
        "combineBy": "combineByPosition",
        "numberInputs": 3
      },
      "typeVersion": 3
    },
    {
      "id": "c598080e-3716-4ac4-b1a3-e18c3acb4ba5",
      "name": "Stellenlistenelemente formatieren",
      "type": "n8n-nodes-base.code",
      "position": [
        672,
        144
      ],
      "parameters": {
        "jsCode": "const titles = items[0].json[\"jobTitle\"];\nconst links = items[0].json[\"jobLink\"];\nconst dates = items[0].json[\"date\"];\n\nconst merged = titles.map((link, index) => ({\n  \"jobTitle\": link,\n  \"jobLink\": links[index],\n  \"date\": dates[index],\n  \"source\": \"make-forum\"\n}));\n\nreturn merged.map(item => ({ json: item }));\n"
      },
      "typeVersion": 2
    },
    {
      "id": "9f811105-07b4-4c4e-ba7d-85183b718e1f",
      "name": "KI-Antwort bereinigen",
      "type": "n8n-nodes-base.code",
      "position": [
        1920,
        176
      ],
      "parameters": {
        "jsCode": "return $input.all().map((item) => ({...item.json, summary:item.json.output.summary, output: undefined}))\n"
      },
      "typeVersion": 2
    },
    {
      "id": "1ce88c89-4780-4c6f-9781-0c065ff6473f",
      "name": "Alle Jobs aggregieren",
      "type": "n8n-nodes-base.code",
      "position": [
        2144,
        176
      ],
      "parameters": {
        "jsCode": "const items = $input.all().map((item) => {\n    const itemJson = item.json;\n    return {\n        ...itemJson\n    }\n})\n\nconsole.log(items.length)\n\nreturn {data: items}\n"
      },
      "typeVersion": 2
    },
    {
      "id": "16173a79-9c23-47b6-8582-ee2c870fdc1a",
      "name": "Wöchentlichen Job-Digest versenden",
      "type": "n8n-nodes-base.emailSend",
      "position": [
        2368,
        176
      ],
      "webhookId": "d53405e8-9964-43c2-8fe4-38eeebf65d34",
      "parameters": {
        "html": "={{(() => {\n  const grouped = $json.data.sort((a,b) => new Date(b.date.replace(/\\s/, 'T')) - new Date(a.date.replace(/\\s/, 'T'))).reduce((acc, job) => {\n    const source = job.source === 'n8n-forum' ? 'n8n-forum' : \n                  job.source === 'make-forum' ? 'make-forum' : \n                  'reddit';\n    if (!acc[source]) acc[source] = [];\n    acc[source].push(job);\n    return acc;\n  }, {});\n  \n  return Object.entries(grouped).reduce((html, [source, jobs]) => \n    html + '<div class=\"section\"><h2>' + \n    (source === 'n8n-forum' ? 'n8n Forum Jobs' : \n     source === 'make-forum' ? 'Make Forum Jobs' : \n     'Reddit Jobs') + '</h2>' +\n    jobs.map(job => \n      '<div class=\"job-item\"><h3><a href=\"' + job.jobLink + '\">' + \n      job.jobTitle + '</a></h3><div class=\"date\">Posted: ' + \n      job.date + '</div><div class=\"source\">Source: ' + \n      (job.source === 'n8n-forum' ? 'n8n Forum' : \n       job.source === 'make-forum' ? 'Make Forum' : \n       'Reddit - ' + job.origin) + '</div><p class=\"summary\">' + \n      job.summary + '</p></div>'\n    ).join('') + '</div>',\n    '<!DOCTYPE html><html><head><style>body{font-family:Arial,sans-serif;line-height:1.6;color:#333;max-width:800px;margin:0 auto;padding:20px}.section{margin-bottom:30px}.job-item{border:1px solid #ddd;margin-bottom:20px;padding:15px;border-radius:5px}h2{color:#2c5282;border-bottom:2px solid #2c5282;padding-bottom:10px;margin-top:30px}h3{color:#2c5282;margin:0 0 10px}a{color:#2b6cb0;text-decoration:none}a:hover{text-decoration:underline}.date,.source{color:#666;font-size:0.9em;margin-bottom:8px}.summary{background:#f8f9fa;padding:10px;border-left:4px solid #4299e1;margin:10px 0}</style></head><body><h1>Latest Job Opportunities</h1><p>Generated on: ' + new Date().toLocaleString() + '</p>'\n  ) + '</body></html>';\n})()}}\n",
        "options": {},
        "subject": "Job Opportunities",
        "toEmail": "test@example.com",
        "fromEmail": "test@example.com"
      },
      "credentials": {
        "smtp": {
          "id": "JN7BvujMXvFvoUMh",
          "name": "SMTP account"
        }
      },
      "typeVersion": 2.1
    },
    {
      "id": "ebe89e2a-da83-4150-9204-db0313daf256",
      "name": "Notiz",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -96,
        -64
      ],
      "parameters": {
        "width": 336,
        "height": 176,
        "content": "## 📋 WORKFLOW OVERVIEW\nThis automation scrapes Make.com's professional services forum for job postings, uses AI to summarize each opportunity, and emails you a digest of jobs from the last 7 days.\n"
      },
      "typeVersion": 1
    },
    {
      "id": "e5334bb7-116e-4227-b938-3a4ae1c8c540",
      "name": "Notiz1",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        784,
        -64
      ],
      "parameters": {
        "height": 176,
        "content": "## ⏱️ DATE FILTERING\nOnly processes jobs posted within the last 7 days.\nAdjust the filter condition to change this timeframe.\n"
      },
      "typeVersion": 1
    },
    {
      "id": "33890a9f-ae80-4dcf-a430-3924fdc6c891",
      "name": "Notiz2",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        1312,
        544
      ],
      "parameters": {
        "width": 320,
        "height": 208,
        "content": "## 🤖 AI EXTRACTION\nUses GPT-5-mini to read the job posting HTML and extract a clear summary \nof what the client wants to build. This makes scanning opportunities much faster!\n"
      },
      "typeVersion": 1
    },
    {
      "id": "e19f09cd-617a-45f9-bc2c-47b1ec92a608",
      "name": "Notiz3",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        2304,
        -64
      ],
      "parameters": {
        "height": 192,
        "content": "## 📧 EMAIL FORMATTING\nCreates a beautiful HTML email with jobs organized by source.\nUpdate the fromEmail and toEmail parameters to your addresses.\n"
      },
      "typeVersion": 1
    },
    {
      "id": "050341ef-70f2-4e06-9e44-61d519a8910e",
      "name": "Wöchentlich am Montagmorgen ausführen",
      "type": "n8n-nodes-base.scheduleTrigger",
      "position": [
        0,
        144
      ],
      "parameters": {
        "rule": {
          "interval": [
            {
              "field": "cronExpression",
              "expression": "0 9 * * 1"
            }
          ]
        }
      },
      "typeVersion": 1.2
    }
  ],
  "pinData": {},
  "connections": {
    "9f811105-07b4-4c4e-ba7d-85183b718e1f": {
      "main": [
        [
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            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "1ce88c89-4780-4c6f-9781-0c065ff6473f": {
      "main": [
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          {
            "node": "16173a79-9c23-47b6-8582-ee2c870fdc1a",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "c92e0da2-85ff-4a57-970f-1b9f636b8a1b": {
      "main": [
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            "type": "main",
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          }
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    },
    "eb84699b-e02c-4ef8-b37a-2ffaf395396e": {
      "main": [
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    "3fb97846-8387-430c-bc8a-a20528978a46": {
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            "type": "main",
            "index": 1
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    "c598080e-3716-4ac4-b1a3-e18c3acb4ba5": {
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            "type": "main",
            "index": 0
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    "0bcf04e4-f4c6-4530-8f42-58baa8e7f19d": {
      "main": [
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            "type": "main",
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          }
        ]
      ]
    },
    "652bb452-ea0e-4719-813d-994436d15960": {
      "ai_languageModel": [
        [
          {
            "node": "d16a28e9-c6cd-4aa9-9ed6-c25f3a8a6ea6",
            "type": "ai_languageModel",
            "index": 0
          }
        ]
      ]
    },
    "45216826-c35d-4724-808a-0fc119fb60f4": {
      "main": [
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    },
    "65c33726-bacc-4180-b62f-15701697516d": {
      "ai_outputParser": [
        [
          {
            "node": "d16a28e9-c6cd-4aa9-9ed6-c25f3a8a6ea6",
            "type": "ai_outputParser",
            "index": 0
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        ]
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    },
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            "type": "main",
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    "050341ef-70f2-4e06-9e44-61d519a8910e": {
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            "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?

Experte

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 Nodes18
Kategorie-
Node-Typen11
Schwierigkeitsbeschreibung

Für fortgeschrittene Benutzer, komplexe Workflows mit 16+ Nodes

Autor
Julian Kaiser

Julian Kaiser

@jksr

Full Stack Developer turned AI & Automation Engineer, implementing intelligent solutions with custom code, LLMs & n8n. Use my link to book a free 30-minute call to discuss your AI challenges and see if my services might be a good fit for your needs.

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Kategorien: 34