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

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.

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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.

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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.

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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

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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.

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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

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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.

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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

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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.

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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.

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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

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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

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Nodes used in workflow

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

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Free or Paid?

Depends on:

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

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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]