{"product_id":"extract-jobs-from-career-pages-to-google-sheets-n8n","title":"Extract Jobs from Career Pages to Google Sheets (n8n)","description":"\u003ch3\u003eAutomatically extract job postings from career pages and save them to Google Sheets\u003c\/h3\u003e\n\u003cp\u003eThis n8n workflow visits your company’s careers pages, captures the fully rendered content, extracts structured job offers with an OpenAI chat model, and keeps a Google Sheet up to date—while logging any extraction issues to an error tab.\u003c\/p\u003e\n\n\u003ch3\u003eWhat this workflow does\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003e\n\u003cstrong\u003eRuns daily at 9:00 AM\u003c\/strong\u003e on a schedule.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eReads career-page URLs\u003c\/strong\u003e from the \u003cem\u003e“Job Sources”\u003c\/em\u003e tab in your Google Sheets and processes them one by one.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eFetches fully rendered HTML\u003c\/strong\u003e using \u003cstrong\u003eSnapshot Site\u003c\/strong\u003e, routing any Snapshot Site API errors to an error-handling path.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eCleans the captured HTML\u003c\/strong\u003e by removing scripts\/styles and trimming content before sending it to the extractor.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eExtracts job offers\u003c\/strong\u003e with an \u003cstrong\u003eOpenAI chat model\u003c\/strong\u003e into a structured array (e.g., title, company, location, salary, application URL, and more).\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eWrites results to Google Sheets\u003c\/strong\u003e by splitting extracted jobs into individual items and appending or updating rows in the \u003cem\u003e“Job Offers”\u003c\/em\u003e tab.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eDeduplicates\u003c\/strong\u003e by \u003cstrong\u003eapplicationUrl\u003c\/strong\u003e to avoid repeated entries.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eLogs extraction errors\u003c\/strong\u003e (URL, message, timestamp) to the \u003cem\u003e“Extraction Errors”\u003c\/em\u003e tab and continues processing remaining sources.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eUse cases\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eBuilding a \u003cstrong\u003ejob tracking dashboard\u003c\/strong\u003e by monitoring multiple career pages and keeping \u003cem\u003ejob offers\u003c\/em\u003e current automatically.\u003c\/li\u003e\n  \u003cli\u003eCreating a \u003cstrong\u003erecruiting CRM input\u003c\/strong\u003e where each posting is normalized into consistent fields.\u003c\/li\u003e\n  \u003cli\u003eMaintaining a \u003cstrong\u003elead pipeline\u003c\/strong\u003e of application URLs by ingesting new roles daily without manual scraping.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eTechnical details\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003en8n scheduled workflow (daily at 9:00 AM)\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eSnapshot Site\u003c\/strong\u003e via community node \u003cem\u003en8n-nodes-snapshot-site\u003c\/em\u003e\n\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eOpenAI (or compatible) chat model\u003c\/strong\u003e for information extraction\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eGoogle Sheets\u003c\/strong\u003e read\/write for \u003cem\u003eJob Sources\u003c\/em\u003e, \u003cem\u003eJob Offers\u003c\/em\u003e, and \u003cem\u003eExtraction Errors\u003c\/em\u003e tabs\u003c\/li\u003e\n  \u003cli\u003eWorkflow logic using nodes such as \u003cstrong\u003eif\u003c\/strong\u003e, \u003cstrong\u003eset\u003c\/strong\u003e, \u003cstrong\u003ecode\u003c\/strong\u003e, \u003cstrong\u003eno op\u003c\/strong\u003e, and \u003cstrong\u003esplit out\u003c\/strong\u003e (plus sticky note documentation)\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eIdeal if you’re looking for an \u003cstrong\u003en8n career page to Google Sheets\u003c\/strong\u003e automation that combines Snapshot Site rendering, OpenAI extraction, and deduped job-offer storage.\u003c\/p\u003e","brand":"N8N Commerce","offers":[{"title":"Default Title","offer_id":45742792704179,"sku":"N8N-17579","price":12.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0749\/6279\/6723\/files\/heY_y9uME3twiRQLoyQdX_BnqPQfSv.png?v=1785402597","url":"https:\/\/buyflowscripts.com\/products\/extract-jobs-from-career-pages-to-google-sheets-n8n","provider":"N8N Commerce","version":"1.0","type":"link"}