This n8n workflow automates the process of qualifying leads from Facebook Lead Ads via WhatsApp interaction, CRM updates, and AI response classification. It periodically fetches new leads from Facebook, extracts contact info, checks CRM for existing contacts, contacts new leads with a WhatsApp message, and classifies their responses using AI. Based on classification, it updates CRM records, assigns owners, and sends follow-up messages. This workflow streamlines lead management, improves response accuracy, and enhances customer engagement for marketing campaigns.

Node Count	>20 Nodes
Nodes Used	@n8n/n8n-nodes-langchain.agent, @n8n/n8n-nodes-langchain.lmChatGoogleGemini, code, httpRequest, if, scheduleTrigger, set, stickyNote, switch, webhook, zohoCrm