This automation processes incoming leads from Telegram using an AI agent based on LangChain with multi-model inference (GPT-4, Gemini) and external tools (Explorium MCP, Tavily). It enriches lead data, generates personalized responses, and stores structured information in Google Sheets. Designed for marketing and sales teams aiming to accelerate lead qualification without manual research.
## Who it´s for
- Marketers automating lead handling from Telegram
- Sales reps needing fast access to enriched client data
- Companies using AI for personalized prospect engagement
- SaaS startups with messenger-based acquisition
- Agencies scaling manual data collection workflows
## What the automation does
- Triggers on new Telegram message
- Sends input to a LangChain-based AI agent using GPT-4, Explorium MCP, and Tavily Search for data enrichment
- Classifies lead type (individual/company) via conditional logic
- Stores conversation context in PostgreSQL for persistent memory across sessions
- Generates personalized reply and sends it back via Telegram
- Routes structured lead data to Google Sheets for CRM follow-up
## What´s included
- Ready-to-use n8n workflow
- Trigger and handler logic
- Integrations with Telegram, Google Sheets, Explorium MCP, Tavily Search, PostgreSQL
- Basic setup and adaptation guide
## Requirements for setup
- n8n instance with HTTP API and code node support
- Active accounts: Telegram Bot, Google Sheets, Explorium, Tavily
- PostgreSQL database for chat memory storage
- Valid API keys for all integrated services
## Benefits and outcomes
- Reduces lead response time from minutes to seconds
- Automates company and contact research without manual lookup
- Maintains dialogue context for accurate replies on repeat interactions
- Centralizes enriched leads in Google Sheets for team access
- Improves first-touch quality through personalization
- Scales seamlessly to handle high-volume inbound traffic
## 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 в чате.
lead processing from Telegram
AI lead data enrichment
automated Google Sheets logging
Telegram bot for lead capture
personalized responses via Telegram
LangChain AI agent
GPT-4 message processing
structured lead data with AI
PostgreSQL chat memory
Tavily and Explorium integration
company information lookup
n8n lead management
external data enrichment
messenger lead automation
B2B lead classification
AI agent for marketing
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