{"product_id":"n8n-ai-ats-job-scraper-score-jobs-with-openai-slack-alerts","title":"n8n AI ATS Job Scraper: Score Jobs with OpenAI + Slack Alerts","description":"\u003ch3\u003eAutomatically scan job boards, score roles with OpenAI, and alert your team on Slack\u003c\/h3\u003e\n\u003cp\u003eThis n8n workflow runs every weekday morning to monitor company job boards via \u003cstrong\u003eApify’s ATS Job Scraper\u003c\/strong\u003e, then uses \u003cstrong\u003eOpenAI\u003c\/strong\u003e to score new postings (0–100) against your role profile—storing results in \u003cstrong\u003eGoogle Sheets\u003c\/strong\u003e and sending \u003cstrong\u003eSlack\u003c\/strong\u003e alerts for the best matches.\u003c\/p\u003e\n\n\u003ch3\u003eWhat this workflow does\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003e\n\u003cstrong\u003eScheduled monitoring:\u003c\/strong\u003e Triggers automatically every weekday morning.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eReads your watchlist:\u003c\/strong\u003e Loads company targets from a Google Sheets tab named \u003cstrong\u003e“Companies”\u003c\/strong\u003e (columns: \u003cstrong\u003eCompany\u003c\/strong\u003e and optional \u003cstrong\u003eCareer page URL\u003c\/strong\u003e).\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eScrapes new ATS postings:\u003c\/strong\u003e Starts an \u003cstrong\u003eApify ATS Job Scraper\u003c\/strong\u003e run in monitoring mode and polls Apify until the run succeeds (or the polling limit is reached).\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eNormalizes and archives results:\u003c\/strong\u003e Downloads newly discovered job postings, normalizes them into consistent fields, and appends every scored job to the \u003cstrong\u003e“Jobs”\u003c\/strong\u003e tab in Google Sheets.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eAI scoring with OpenAI:\u003c\/strong\u003e Uses OpenAI to score each job on a \u003cstrong\u003e0–100\u003c\/strong\u003e scale based on your role profile, extracting structured details such as \u003cstrong\u003eseniority\u003c\/strong\u003e, \u003cstrong\u003eworkplace type\u003c\/strong\u003e, and a \u003cstrong\u003eone-line reason\u003c\/strong\u003e.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eSlack alerts for high matches:\u003c\/strong\u003e Posts per-job alerts to \u003cstrong\u003eSlack\u003c\/strong\u003e only when the score meets or exceeds your minimum threshold.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eDaily roll-up:\u003c\/strong\u003e Sends a daily Slack summary showing how many new jobs were found and how many triggered alerts.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eUse cases\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eTrack new roles at a defined set of companies and only notify your team when they match your target criteria.\u003c\/li\u003e\n  \u003cli\u003eMaintain a searchable job history in Google Sheets with AI-rated relevance for faster review.\u003c\/li\u003e\n  \u003cli\u003eDaily Slack updates for recruiters, SaaS operators, and automation engineers managing inbound hiring leads.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eTechnical details\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003e\n\u003cstrong\u003eApify integration:\u003c\/strong\u003e Uses Apify HTTP requests with an HTTP Header Auth credential in the form \u003ccode\u003eAuthorization: Bearer \u0026lt;token\u0026gt;\u003c\/code\u003e.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eGoogle Sheets:\u003c\/strong\u003e Reads “Companies” and appends results to “Jobs”.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eOpenAI scoring:\u003c\/strong\u003e Scores jobs (0–100) and extracts structured details used for Slack alerts.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eWorkflow nodes mentioned:\u003c\/strong\u003e \u003ccode\u003eif\u003c\/code\u003e, \u003ccode\u003eset\u003c\/code\u003e, \u003ccode\u003ecode\u003c\/code\u003e, \u003ccode\u003eno op\u003c\/code\u003e, \u003ccode\u003ewait\u003c\/code\u003e, \u003ccode\u003eslack\u003c\/code\u003e.\u003c\/li\u003e\n\u003c\/ul\u003e","brand":"N8N Commerce","offers":[{"title":"Default Title","offer_id":45895371096243,"sku":"N8N-18660","price":6.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0749\/6279\/6723\/files\/32OmLcpzGVGbcUW18ldg_W10HKZtU.png?v=1787648928","url":"https:\/\/buyflowscripts.com\/products\/n8n-ai-ats-job-scraper-score-jobs-with-openai-slack-alerts","provider":"N8N Commerce","version":"1.0","type":"link"}