Workflow overview
Why this workflow matters
Supports knowledge capture and document intelligence use cases.
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]
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