Back to Templates

Create an AI content agent with Telegram, Gemini, and Blotato (no-code)

Created by

Created by: giangxai || giangxai
giangxai

Last update

Last update 6 days ago

Categories

Share

Description

Automatically turn a simple Telegram message into fully researched, AI-generated visual content and publish it to multiple social platforms using Blotato — with async processing control and built-in status validation.

This workflow creates a complete:

Telegram → AI → Research → Visual → Publish → Confirm

automation pipeline.

Who is this for?

This template is ideal for:

  • Content creators automating daily posting
  • Solopreneurs building a 24/7 AI content engine
  • Agencies managing multiple social accounts
  • AI automation builders integrating Telegram + Blotato
  • Teams that want a Chat → Publish pipeline

If you want to control your entire content system from a single Telegram chat, this workflow is for you.

What problem is this workflow solving?

Manual content production usually requires:

  • Researching topics manually
  • Switching between AI writing tools and design tools
  • Waiting for rendering without clear status updates
  • Posting separately to each platform
  • No centralized confirmation system

This workflow connects research, media generation, publishing, and confirmation into one automated orchestration system.

What this workflow does

This automation workflow:

  • Accepts a topic or request via Telegram Bot
  • Sends the message to an AI Content Orchestrator
  • Uses AI model + conversation memory for context
  • Creates a Source job via Blotato (research stage)
  • Waits for structured content extraction
  • Retrieves processed research data
  • Creates a Visual generation job (infographic or slideshow)
  • Waits for AI rendering
  • Retrieves final media asset
  • Publishes automatically to:
    • Instagram
    • LinkedIn
  • Sends confirmation back to Telegram

Workflow pattern used

Trigger → Analyze → Create → Wait → Retrieve → Validate → Publish → Confirm

Setup

1. Configure Telegram Trigger

Use Telegram Bot Trigger

  • Connect your Telegram Bot token
  • Set update type to message
  • Ensure bot permissions are enabled

This is the entry point of the system.

2. Configure AI Core (Orchestrator)

Connect:

  • AI Chat Model
  • Conversation Memory storage

Ensure:

  • User message is mapped correctly into the AI prompt
  • Memory is attached for contextual responses
  • Output is structured for downstream routing

3. Configure Blotato Research Engine

Create Source

  • Connect Blotato credentials
  • Map topic/content request correctly
  • Store Source ID

Wait for Source Processing

  • Add a Wait node
  • Adjust delay based on API performance

Get Source

  • Retrieve structured research output
  • Validate status = completed

Only completed sources proceed to visual generation.

4. Configure Blotato Media Engine

Create Visual

  • Connect Blotato credentials
  • Map structured content into visual prompt
  • Select infographic or slideshow format

Wait for Rendering

  • Adjust timing based on rendering duration

Get Visual

  • Retrieve generated media
  • Validate status = completed

5. Configure Distribution

Publish to Instagram

  • Connect Instagram credentials
  • Verify posting permissions

Publish to LinkedIn

  • Connect LinkedIn credentials
  • Confirm correct profile or page selection

Both platforms publish automatically once media is validated.

6. Configure Telegram Response

Use Telegram Response Sender

  • Send success confirmation
  • Optionally include published links
  • Add failure branch notification if needed

This keeps the entire workflow controlled from one chat interface.

How to customize this workflow

You can extend this workflow by:

  • Adding Telegram approval before publishing
  • Generating AI captions and hashtags dynamically
  • Adding retry logic for failed jobs
  • Logging execution results into Google Sheets
  • Expanding to Facebook or TikTok
  • Adding analytics tracking

Best practices

  • Keep wait durations aligned with API speed
  • Always validate job status before proceeding
  • Maintain consistent ID mapping (Source ID / Visual ID)
  • Monitor failed execution branches
  • Test with simple content before scaling

Nodes used in workflow

  • Telegram Trigger
  • AI Chat Model
  • Memory Store
  • HTTP Request (Blotato API)
  • Wait
  • Switch
  • If
  • Sticky Note

Free or Paid?

Depends on:

  • Blotato plan
  • AI model usage
  • Social platform API limits

This workflow transforms a Telegram message into a fully automated, multi-platform AI content system running 24/7 — including research, visual creation, publishing, and confirmation.

(Watch the tutorial video on YouTube)[https://youtu.be/WdTimRjiiH8]