This workflow automates customer interactions across multiple channels — WhatsApp, Facebook, and Instagram — using LangChain-powered AI agents within n8n. It enables intelligent message routing, context-aware responses, and seamless integration with CRM, calendar, and billing systems for fully automated, personalized client engagement.
## Who it´s for
- Companies using WhatsApp for customer support
- Marketing agencies managing Facebook and Instagram interactions
- SaaS products with automated sales and billing workflows
- CRM systems enhanced with AI assistants for managers
- Support teams requiring multi-channel integration
## What the automation does
- Receives messages from WhatsApp, Facebook, and Instagram via webhooks
- Routes inquiries to AI agents (Google Gemini, OpenAI) for analysis and response generation
- Checks availability in Google Calendar and books appointments upon booking requests
- Updates customer records in PostgreSQL based on manager inputs or external triggers
- Validates discount eligibility via Stripe and sends personalized coupons
- Accesses product knowledge via vector store (PGVector) for accurate technical responses
- Delivers replies through WhatsApp Business Cloud or social media APIs
## What´s included
- Ready-to-use n8n workflow with LangChain agent support
- Trigger logic for messages, forms, HTTP requests, and manual execution
- Integrations with WhatsApp, Facebook Graph API, Instagram, Google Calendar, Stripe, PostgreSQL, PGVector, and Google Gemini
- Basic setup and adaptation guide
## Requirements for setup
- n8n instance with workflow execution access
- WhatsApp Business Cloud, Facebook, and Instagram API credentials
- Google Calendar access with event creation permissions
- Stripe account with configured prices and coupons
- PostgreSQL database with PGVector extension enabled
- Google Gemini and/or OpenAI API keys
- Configured HTTP endpoints for webhook reception
## Benefits and outcomes
- Reduced support workload through autonomous request handling
- Faster lead response times (within seconds)
- Centralized customer data management in PostgreSQL
- Personalized communication with full context retention
- Automated calendar and billing updates without manual input
- Scalable multi-channel operations from a single workflow
- Support for complex logic and semantic search via vector embeddings
## Important: template only
Important: you are purchasing a ready-made automation workflow template only. Rollout into your infrastructure, connecting specific accounts and services, 1:1 setup help, custom adjustments for non-standard stacks and any consulting support are provided as a separate paid service at an individual rate. To discuss custom work or 1:1 help, contact via Telegram: @gleb923.
AI agent for WhatsApp
Facebook message automation
Instagram CRM integration
multi-channel customer interaction
Google Calendar integration
Stripe payment processing
PostgreSQL contact management
vector knowledge store
personalized messaging
centralized task management
n8n workflow automation
LangChain agent
customer request handling
webhook processing
SaaS billing automation
contextual AI response
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