Templates / Convert Telegram messages to professional LinkedIn posts with Gemini AI & approval workflow

Convert Telegram messages to professional LinkedIn posts with Gemini AI & approval workflow

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by Sateesh · 1,029 views · created 2025-08-16 · Content Creation, Multimodal AI

Unknown. This template uses community nodes we can't verify statically. Uses community nodes that can't be verified statically (unverified community packages are off by default in 3.0). Static check, last run 2026-10-19.

What this workflow does

This AI workflow has 43 nodes and runs on Telegram events (message, callback query). Along the way it connects Telegram, Google Sheets, LinkedIn and Google Gemini Chat Model and 2 more.

How it runs

Trigger: On Telegram events (message, callback query).

Switch: routes items into 2 branches
Authorized Telegram Users (Edit Fields (Set)): sets or maps fields
Process Callback (Code): runs custom JavaScript code
User Validation (Code): runs custom JavaScript code
Answer Query a callback (Telegram): work with callback
Authorize Check (If): checks a condition and branches into true / false
Route Actions (Switch): routes items into 3 branches
Generate Post ID (Code): runs custom JavaScript code
Send a text message (Telegram): uses Telegram
Send Status (Approve) (Telegram): uses Telegram

…plus 28 more steps. See the full node list below.

Services it uses

Telegram Google Sheets LinkedIn Google Gemini Chat ModelFirecrawl (community)Brave Search (community)

Uses Firecrawl. New users get 10% off with our link.

Before you upgrade to n8n 3.0

We can't fully verify this one: it relies on 2 community packages, and n8n 3.0 turns unverified community packages off by default (N8N_UNVERIFIED_PACKAGES_ENABLED=false).

Check that @mendable/n8n-nodes-firecrawl is verified or supports 3.0 (used in Scrape a url and get its content).
Check that @brave/n8n-nodes-brave-search is verified or supports 3.0 (used in Web Search for the related content).

Nodes used (15)

Telegram Triggern8n-nodes-base.telegramTrigger
Coden8n-nodes-base.code
Google Sheetsn8n-nodes-base.googleSheets
Ifn8n-nodes-base.if
Loop Over Items (Split in Batches)n8n-nodes-base.splitInBatches
Telegramn8n-nodes-base.telegram
Basic LLM Chain@n8n/n8n-nodes-langchain.chainLlm
Firecrawl@mendable/n8n-nodes-firecrawl.firecrawl
Mergen8n-nodes-base.merge
Switchn8n-nodes-base.switch
LinkedInn8n-nodes-base.linkedIn
Brave Search@brave/n8n-nodes-brave-search.braveSearch
Structured Output Parser@n8n/n8n-nodes-langchain.outputParserStructured
Google Gemini Chat Model@n8n/n8n-nodes-langchain.lmChatGoogleGemini
Edit Fields (Set)n8n-nodes-base.set

From the author

This workflow contains community nodes that are only compatible with the self-hosted version of n8n. AI-Powered LinkedIn Publishing via Telegram Workflow Transform your LinkedIn presence with this intelligent n8n workflow that converts simple Telegram…
Excerpt from Sateesh's description on n8n.io.

View the original on n8n.io → Check your own copy

Convert Telegram messages to professional LinkedIn posts with Gemini AI & approval workflow

What this workflow does

How it runs

Services it uses

Before you upgrade to n8n 3.0

Nodes used (15)

From the author

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