{"product_id":"real-estate-whatsapp-lead-qualifier-with-n8n-groq-twilio","title":"Real Estate WhatsApp Lead Qualifier with n8n, Groq \u0026 Twilio","description":"\u003ch3\u003eQualify Real Estate WhatsApp Leads Automatically with n8n (Groq + Twilio)\u003c\/h3\u003e\n\u003cp\u003eTurn new real estate inquiries into routed, qualified conversations in minutes. This n8n workflow captures leads from a Lovable webhook, logs them to Google Sheets, uses a Groq-powered AI agent to qualify intent\/budget\/timeline, then sends WhatsApp messaging via Twilio—routing HOT\/WARM\/COLD leads to the right next step and matching properties for HOT prospects.\u003c\/p\u003e\n\n\u003ch3\u003eWhat this workflow does\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003e\n\u003cstrong\u003eReceives leads from Lovable\u003c\/strong\u003e: A POST webhook call from a Lovable form submission is accepted and returns \u003cem\u003e“OK”\u003c\/em\u003e.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eSaves every lead\u003c\/strong\u003e: Appends incoming lead details to a Google Sheets \u003cstrong\u003e“Leads”\u003c\/strong\u003e sheet.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eStarts WhatsApp outreach\u003c\/strong\u003e: Sends an initial greeting through \u003cstrong\u003eTwilio WhatsApp\u003c\/strong\u003e, then passes the conversation into a \u003cstrong\u003eGroq\u003c\/strong\u003e AI agent with conversation memory.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eAI qualification + JSON extraction\u003c\/strong\u003e: Parses an embedded JSON block from the AI reply to determine qualification status and captured fields such as \u003cstrong\u003eintent, budget, location, and timeline\u003c\/strong\u003e (including score\/probability\/value).\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eSends qualified responses + updates records\u003c\/strong\u003e: If qualified, forwards the AI’s reply to the lead via Twilio and updates Google Sheets with the extracted qualification fields and scoring.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eRoutes by lead temperature\u003c\/strong\u003e:\n    \u003cul\u003e\n      \u003cli\u003e\n\u003cstrong\u003eHOT\u003c\/strong\u003e: Assigns an available agent (from Google Sheets), notifies them, sends a \u003cstrong\u003e1-hour reminder\u003c\/strong\u003e, and loads property listings to match up to \u003cstrong\u003ethree\u003c\/strong\u003e listings to budget\/location—then sends intro + property cards + booking message.\u003c\/li\u003e\n      \u003cli\u003e\n\u003cstrong\u003eWARM\u003c\/strong\u003e: Waits \u003cstrong\u003e2 days\u003c\/strong\u003e, then sends \u003cstrong\u003eday 1\u003c\/strong\u003e and \u003cstrong\u003eday 5\u003c\/strong\u003e follow-ups.\u003c\/li\u003e\n      \u003cli\u003e\n\u003cstrong\u003eCOLD\u003c\/strong\u003e: Sends a nurture message.\u003c\/li\u003e\n    \u003c\/ul\u003e\n  \u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eUse cases\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eReal estate teams that need \u003cstrong\u003eWhatsApp lead qualification\u003c\/strong\u003e and \u003cstrong\u003einstant routing\u003c\/strong\u003e to agents.\u003c\/li\u003e\n  \u003cli\u003eSaaS operators automating lead capture from a \u003cstrong\u003eLovable form\/webhook\u003c\/strong\u003e into CRM-like records with Google Sheets.\u003c\/li\u003e\n  \u003cli\u003eAutomation engineers building an AI-assisted qualification flow with \u003cstrong\u003eGroq\u003c\/strong\u003e and n8n workflows.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eTechnical details\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003e\n\u003cstrong\u003en8n nodes\u003c\/strong\u003e: webhook, if, code, wait, switch, twilio\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eAI integration\u003c\/strong\u003e: Groq-powered agent with conversation memory\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eMessaging\u003c\/strong\u003e: Twilio WhatsApp for greeting, AI reply delivery, agent notifications, and follow-ups\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eData storage\u003c\/strong\u003e: Google Sheets “Leads” for lead logs, qualification fields, agent assignment, and property matching\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eSetup\u003c\/strong\u003e: Create and publish the Lovable form\/webhook integration, then copy the n8n workflow.\u003c\/li\u003e\n\u003c\/ul\u003e","brand":"N8N Commerce","offers":[{"title":"Default Title","offer_id":45800452358323,"sku":"N8N-17941","price":45.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0749\/6279\/6723\/files\/k8Ab_rhwcJKfXaJE-IHm6_Ao51zwDy.png?v=1786266252","url":"https:\/\/buyflowscripts.com\/products\/real-estate-whatsapp-lead-qualifier-with-n8n-groq-twilio","provider":"N8N Commerce","version":"1.0","type":"link"}