{"product_id":"n8n-crowdfunding-lead-scoring-sheets-ai-lemlist","title":"n8n Crowdfunding Lead Scoring: Sheets + AI + Lemlist","description":"\u003ch3\u003eTurn Crowdfunding Leads into Prioritized Outreach Targets (Sheets + AI + Lemlist)\u003c\/h3\u003e\n\u003cp\u003eThis n8n workflow automatically researches crowdfunding campaign prospects from your Google Sheets, enriches contacts with Lemlist, verifies emails, and then assigns each lead a 0–100 score with a TOP\/HIGH\/MEDIUM\/LOW priority label—so your team knows exactly who to contact first.\u003c\/p\u003e\n\n\u003ch3\u003eWhat this workflow does\u003c\/h3\u003e\n\u003cp\u003e\u003cstrong\u003eDaily lead research run (1am):\u003c\/strong\u003e\u003c\/p\u003e\n\u003cul\u003e\n  \u003cli\u003eReads unresearched rows from the Google Sheets \u003cstrong\u003e“Leads”\u003c\/strong\u003e tab and processes each product one at a time.\u003c\/li\u003e\n  \u003cli\u003eScrapes the campaign page using \u003cstrong\u003eFirecrawl\u003c\/strong\u003e, cleans the markdown, and uses \u003cstrong\u003eDeepSeek\u003c\/strong\u003e to extract key campaign details (e.g., amount raised, backers, campaign dates).\u003c\/li\u003e\n  \u003cli\u003eRuns a \u003cstrong\u003eLangChain research agent\u003c\/strong\u003e (DeepSeek with OpenAI fallback) to research the company and decision maker, using \u003cstrong\u003eJina AI\u003c\/strong\u003e, \u003cstrong\u003ePerplexity\u003c\/strong\u003e, and \u003cstrong\u003eHunter\u003c\/strong\u003e as needed.\u003c\/li\u003e\n  \u003cli\u003eExtracts structured contact signals (name, LinkedIn, domain), enriches the person in \u003cstrong\u003eLemlist\u003c\/strong\u003e to find\/verify email and phone, then retrieves the enrichment results after waiting.\u003c\/li\u003e\n  \u003cli\u003eCombines research + Lemlist into a fixed schema (including converting non-USD amounts via a \u003cstrong\u003ecurrency conversion API\u003c\/strong\u003e), verifies the email when present using \u003cstrong\u003eQuickEmailVerification\u003c\/strong\u003e, and updates the matching row in \u003cstrong\u003eGoogle Sheets\u003c\/strong\u003e.\u003c\/li\u003e\n  \u003cli\u003eAppends a summary row to \u003cstrong\u003eGoogle Sheets → “Dashboard \u0026amp; Reports”\u003c\/strong\u003e.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003cp\u003e\u003cstrong\u003eDaily scoring run (5am):\u003c\/strong\u003e\u003c\/p\u003e\n\u003cul\u003e\n  \u003cli\u003eReads enriched leads from the sheet and scores each lead using \u003cstrong\u003eDeepSeek\u003c\/strong\u003e.\u003c\/li\u003e\n  \u003cli\u003eWrites results back to Google Sheets: a \u003cstrong\u003e0–100\u003c\/strong\u003e score and \u003cstrong\u003eTOP\/HIGH\/MEDIUM\/LOW\u003c\/strong\u003e priority, plus a scoring summary to \u003cstrong\u003e“Dashboard \u0026amp; Report(s)”\u003c\/strong\u003e.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eUse cases\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eSaaS and agency teams qualifying crowdfunding leads for higher-conversion outreach.\u003c\/li\u003e\n  \u003cli\u003eAutomation engineers maintaining a “research → enrich → verify → score” pipeline in n8n.\u003c\/li\u003e\n  \u003cli\u003eGrowth ops teams building a daily prioritized target list directly in Google Sheets.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eTechnical details\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003en8n nodes\/logic used include: \u003cstrong\u003eif\u003c\/strong\u003e, \u003cstrong\u003ecode\u003c\/strong\u003e, \u003cstrong\u003ewait\u003c\/strong\u003e, \u003cstrong\u003emerge\u003c\/strong\u003e, \u003cstrong\u003efilter\u003c\/strong\u003e, and \u003cstrong\u003elemlist\u003c\/strong\u003e.\u003c\/li\u003e\n  \u003cli\u003eIntegrations used: \u003cstrong\u003eGoogle Sheets\u003c\/strong\u003e, \u003cstrong\u003eFirecrawl\u003c\/strong\u003e, \u003cstrong\u003eDeepSeek\u003c\/strong\u003e (with \u003cstrong\u003eOpenAI\u003c\/strong\u003e fallback via LangChain), \u003cstrong\u003eJina AI\u003c\/strong\u003e, \u003cstrong\u003ePerplexity\u003c\/strong\u003e, \u003cstrong\u003eHunter\u003c\/strong\u003e, \u003cstrong\u003eLemlist\u003c\/strong\u003e, \u003cstrong\u003eQuickEmailVerification\u003c\/strong\u003e, and a \u003cstrong\u003ecurrency conversion API\u003c\/strong\u003e.\u003c\/li\u003e\n\u003c\/ul\u003e","brand":"N8N Commerce","offers":[{"title":"Default Title","offer_id":45905419993267,"sku":"N8N-18754","price":69.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0749\/6279\/6723\/files\/WlgAExEG6z-uD_8Dvt0se_IgZb4URD.png?v=1787821422","url":"https:\/\/buyflowscripts.com\/products\/n8n-crowdfunding-lead-scoring-sheets-ai-lemlist","provider":"N8N Commerce","version":"1.0","type":"link"}