{"product_id":"linkedin-job-signals-automation-apify-openai-notion","title":"LinkedIn Job Signals Automation: Apify + OpenAI + Notion","description":"\u003ch3\u003eTurn new LinkedIn job posts into actionable hiring signals—automatically\u003c\/h3\u003e\n\u003cp\u003eThis n8n workflow runs every Monday to scrape recent LinkedIn job listings with \u003cstrong\u003eApify\u003c\/strong\u003e, uses \u003cstrong\u003eOpenAI\u003c\/strong\u003e to extract inferred hiring-based “buying signals,” and saves each result as a new entry in \u003cstrong\u003eNotion\u003c\/strong\u003e—complete with a relevance score and the original job link.\u003c\/p\u003e\n\n\u003ch3\u003eWhat this workflow does\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003e\n\u003cstrong\u003eSchedules execution\u003c\/strong\u003e every Monday at \u003cstrong\u003e08:00\u003c\/strong\u003e.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eTargets specific job searches\u003c\/strong\u003e by defining job queries, locations, what you sell, and a \u003cstrong\u003emax number of posts\u003c\/strong\u003e to analyze.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eCollects job posts\u003c\/strong\u003e from the past week using \u003cstrong\u003eApify’s LinkedIn Jobs Scraper\u003c\/strong\u003e.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eFilters for analyzable content\u003c\/strong\u003e: it skips posts missing a company and posts that don’t include enough text (title or description).\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eAvoids duplicates\u003c\/strong\u003e by checking whether a job was processed previously using the \u003cstrong\u003ejob ID or URL\u003c\/strong\u003e.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eAnalyzes each remaining post with OpenAI\u003c\/strong\u003e to generate JSON that describes:\n    \u003cul\u003e\n      \u003cli\u003ewhat the company is building\u003c\/li\u003e\n      \u003cli\u003ethe implied need\u003c\/li\u003e\n      \u003cli\u003ethe inferred timing\u003c\/li\u003e\n      \u003cli\u003ea \u003cstrong\u003e1–5 relevance score\u003c\/strong\u003e\n\u003c\/li\u003e\n    \u003c\/ul\u003e\n  \u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eCreates Notion pages\u003c\/strong\u003e in your database storing the company, role, inferred signal fields, relevance, and the job link.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eUse cases\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003e\n\u003cstrong\u003eSaaS operators\u003c\/strong\u003e monitoring hiring trends to spot teams likely evaluating your product.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eAutomation engineers\u003c\/strong\u003e building a repeatable LinkedIn job signals pipeline in n8n.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eGo-to-market teams\u003c\/strong\u003e turning “what companies are building” into prioritization lists inside Notion.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eTechnical details\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003e\n\u003cstrong\u003eIntegrations\/Nodes:\u003c\/strong\u003e \u003cem\u003eschedule trigger\u003c\/em\u003e, \u003cem\u003eset\u003c\/em\u003e, \u003cem\u003efilter\u003c\/em\u003e, \u003cem\u003esticky note\u003c\/em\u003e, \u003cem\u003eapifyn8n-nodes-apify\u003c\/em\u003e (Apify), and \u003cem\u003eNotion\u003c\/em\u003e.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eCredentials required:\u003c\/strong\u003e Apify API token, OpenAI API key, and Notion access.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eNotion setup:\u003c\/strong\u003e configure your Notion database ID and ensure matching properties (Role, Building, Implied need, Timing, Relevance, Link).\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eConfiguration:\u003c\/strong\u003e update search queries, locations, “what you sell,” and \u003cstrong\u003emaxItems\u003c\/strong\u003e to match your ideal buying signals.\u003c\/li\u003e\n\u003c\/ul\u003e","brand":"N8N Commerce","offers":[{"title":"Default Title","offer_id":45923064840371,"sku":"N8N-18882","price":74.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0749\/6279\/6723\/files\/8qA0QG8ex0WxpP7b2DyXe_tYLu69nm.png?v=1788167597","url":"https:\/\/buyflowscripts.com\/products\/linkedin-job-signals-automation-apify-openai-notion","provider":"N8N Commerce","version":"1.0","type":"link"}