{"product_id":"n8n-workflow-qualify-linkedin-engagers-into-scored-leads","title":"n8n Workflow: Qualify LinkedIn Engagers into Scored Leads","description":"\u003ch3\u003eTurn LinkedIn post engagers into scored leads—automatically\u003c\/h3\u003e\n\u003cp\u003eThis n8n workflow pulls people who engaged with your LinkedIn posts, scores each one against your ideal customer profile using Google Gemini, and streams the best prospects into a \u003cstrong\u003e“hot leads”\u003c\/strong\u003e Google Sheets tab—while nurturing the rest in a separate tab. It also alerts your team in \u003cstrong\u003eSlack\u003c\/strong\u003e with the score, rationale, opener, and LinkedIn profile link.\u003c\/p\u003e\n\n\u003ch3\u003eWhat this workflow does\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003e\n\u003cstrong\u003eRuns daily at 9am\u003c\/strong\u003e on a schedule.\u003c\/li\u003e\n  \u003cli\u003eUses \u003cstrong\u003eApify’s LinkedIn Post Engagement Scraper\u003c\/strong\u003e by sending your LinkedIn post URLs to fetch commenters\/reactors.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eNormalizes and cleans results\u003c\/strong\u003e into one person per lead, removing non-person engagers such as organization pages.\u003c\/li\u003e\n  \u003cli\u003eCalls \u003cstrong\u003eGoogle Gemini\u003c\/strong\u003e to:\n    \u003cul\u003e\n      \u003cli\u003eScore each lead from \u003cstrong\u003e1–10\u003c\/strong\u003e against your ideal customer profile\u003c\/li\u003e\n      \u003cli\u003eExplain the score\u003c\/li\u003e\n      \u003cli\u003eDraft a personalized outreach opening line based on their comment or reaction\u003c\/li\u003e\n    \u003c\/ul\u003e\n  \u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eSplits leads by score threshold\u003c\/strong\u003e:\n    \u003cul\u003e\n      \u003cli\u003eAppends higher-scoring prospects to the \u003cstrong\u003e“hot leads”\u003c\/strong\u003e Google Sheets tab\u003c\/li\u003e\n      \u003cli\u003eAppends lower-scoring prospects to a separate \u003cstrong\u003enurture\u003c\/strong\u003e tab\u003c\/li\u003e\n    \u003c\/ul\u003e\n  \u003c\/li\u003e\n  \u003cli\u003eSends a \u003cstrong\u003eformatted Slack message\u003c\/strong\u003e for each hot lead including score, reason, opener, and the LinkedIn profile URL.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eUse cases\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eSaaS teams qualifying inbound engagement after launching new content on LinkedIn.\u003c\/li\u003e\n  \u003cli\u003eAutomation engineers building a repeatable lead capture pipeline from LinkedIn interactions into CRM-like spreadsheets.\u003c\/li\u003e\n  \u003cli\u003eFounders and operators turning “nice comments” into prioritized outreach without manual triage.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eTechnical details\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eIntegrations: \u003cstrong\u003eApify\u003c\/strong\u003e (via HTTP Request with \u003ccode\u003eAuthorization: Bearer \u0026lt;YOUR_APIFY_TOKEN\u0026gt;\u003c\/code\u003e), \u003cstrong\u003eGoogle Gemini\u003c\/strong\u003e, \u003cstrong\u003eGoogle Sheets\u003c\/strong\u003e, \u003cstrong\u003eSlack\u003c\/strong\u003e.\u003c\/li\u003e\n  \u003cli\u003en8n nodes include: \u003cstrong\u003eif\u003c\/strong\u003e, \u003cstrong\u003eset\u003c\/strong\u003e, \u003cstrong\u003ecode\u003c\/strong\u003e, \u003cstrong\u003ehttp request\u003c\/strong\u003e, \u003cstrong\u003eslack\u003c\/strong\u003e, and \u003cstrong\u003esticky note\u003c\/strong\u003e.\u003c\/li\u003e\n  \u003cli\u003eIncludes Google Sheets setup for separate append actions to “hot leads” and “nurture” tabs.\u003c\/li\u003e\n\u003c\/ul\u003e","brand":"N8N Commerce","offers":[{"title":"Default Title","offer_id":45862244647091,"sku":"N8N-18328","price":36.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0749\/6279\/6723\/files\/cwCGse8DJEcS6MUv-zqA6_uu1It46Z.png?v=1786957526","url":"https:\/\/buyflowscripts.com\/products\/n8n-workflow-qualify-linkedin-engagers-into-scored-leads","provider":"N8N Commerce","version":"1.0","type":"link"}