Block 1 - leadScraping
- Type / Role
- @n8n/n8n-nodes-langchain.toolWorkflow - toolWorkflow
- Config choices
- Version 2
This workflow is provided as-is. Please review and test before using in production.
Overview Use your voice or text to command a Telegram based AI agent that scrapes leads or generates detailed research reports—instantly. This workflow turns your Telegram bot into a full blown out...
@n8n/n8n-nodes-langchain.toolworkflow, @n8n/n8n-nodes-langchain.agent, @n8n/n8n-nodes-langchain.lmchatopenai, @n8n/n8n-nodes-langchain.memorybufferwindow, n8n-nodes-base.telegram, @n8n/n8n-nodes-langchain.openai, n8n-nodes-base.set, n8n-nodes-base.switch
This workflow is cataloged by N8N Workflows and links back to its original n8n.io source page by Abdul Mir.
Original n8n.io sourceUse your voice or text to command a Telegram-based AI agent that scrapes leads or generates detailed research reports—instantly.
This workflow turns your Telegram bot into a full-blown outbound machine. Just tell it what type of leads you need, and it’ll use Apollo to find and save them into a spreadsheet. Or drop in a LinkedIn profile, and it’ll generate a personalized research dossier with info like job title, company summary, industry insights, and more. It handles voice messages too—just speak your request and get the results sent back like magic.
This catalog entry is organized from the workflow JSON. The node-level section below shows the executable blocks available for review before importing the template.
| Workflow | Lead gen agent (Telegram) |
|---|---|
| Complexity | advanced |
| Nodes | 20 |
| Categories | Lead Generation, AI Chatbot |
| Author | Abdul Mir |
| Published | 27 Jul 2025 |
Use the JSON export at /data/workflows/6532/6532.json as the source template for this automation.
Open n8n, import the downloaded JSON, and review each node before activating the workflow.
Replace placeholder credentials, API keys, webhook URLs, account IDs, and environment-specific values with your own settings.
Run the workflow manually or in a staging workspace, inspect node output, and confirm downstream systems receive the expected data.
Enable the workflow only after testing, then monitor executions, errors, and rate limits during the first production runs.
Review imported nodes carefully before activation. This catalog entry is intended to help you inspect the workflow structure, understand required services, and find related templates faster.
Node names, credentials, schedules, webhook paths, and external service limits may need adjustment for your workspace.
Overview Use your voice or text to command a Telegram based AI agent that scrapes leads or generates detailed research reports—instantly. This workflow turns your Telegram bot into a full blown out...
Review the workflow JSON, configure any required credentials in n8n, and test the automation in a safe workspace before using it in production.
Yes. Use the block-by-block analysis and the downloadable JSON to inspect each node, then adjust credentials, prompts, schedules, filters, or destinations for your Lead Generation, AI Chatbot use case.