Telegram bot: extract & store TikTok and LinkedIn data to Google Sheets with Dumpling AI
Ready for 3.0Ready for 3.0. This template uses no nodes that n8n 3.0 removes. No removed nodes, versions or helpers found. Static check, last run 2026-10-19.
What this workflow does
This AI workflow has 13 nodes and runs on Telegram events (message). Along the way it connects OpenAI Chat Model, HTTP Request, Google Sheets and Telegram and 2 more. It also calls app.dumplingai.com over HTTP.
How it runs
Trigger: On Telegram events (message).
- Check for Voice Message (If): checks a condition and branches into true / false
- Fetch Voice File from Telegram (Telegram): work with file
- Format Text Message (Edit Fields (Set)): sets 1 field: Text
- Transcribe Audio with Whisper (OpenAI): transcribe (audio)
- Social Media Extraction Agent (AI Agent): runs an AI agent, with model: OpenAI Chat Model; 4 tools (tiktok_database_saver, tiktok_profile_scraper, linkedin_database_saver, linkedin_profile_scraper)
- Format Transcription (Edit Fields (Set)): sets 1 field: Text
- Send Completion Email (Gmail): uses Gmail
Services it uses
HTTP calls to: app.dumplingai.com
Before you upgrade to n8n 3.0
Nothing in this workflow is removed in n8n 3.0, so it should import and run after the upgrade.
Nodes used (10)
- OpenAI Chat Model
@n8n/n8n-nodes-langchain.lmChatOpenAi - Http Request Tool
n8n-nodes-base.httpRequestTool - Google Sheets Tool
n8n-nodes-base.googleSheetsTool - Telegram Trigger
n8n-nodes-base.telegramTrigger - If
n8n-nodes-base.if - Telegram
n8n-nodes-base.telegram - OpenAI
@n8n/n8n-nodes-langchain.openAi - Edit Fields (Set)
n8n-nodes-base.set - AI Agent
@n8n/n8n-nodes-langchain.agent - Gmail
n8n-nodes-base.gmail
From the author
Who's it for This workflow is perfect for marketers, social media managers, recruiters, sales teams, and researchers who need to collect and organize public profile data from TikTok and LinkedIn. Whether you're building influencer databases, enriching CRM…