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Automate Telegram channel post reactions with bot rotation & GPT-5-mini

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Automate Telegram channel post reactions with bot rotation & GPT-5-mini preview
Open on n8n.io

Important notice

This workflow is provided as-is. Please review and test before using in production.

1. Workflow Overview

Automate reactions for Telegram Channel Posts Automated Telegram reaction system for specific posts Flow: 1. User sends message to a receiver bot 2. AI parses request (emoji type & quantity) 3. Cod...

Best for

  • Social Media automation workflows
  • AI Summarization automation workflows
  • advanced n8n builders looking for reusable templates

Tools used

n8n-nodes-base.stickynote, n8n-nodes-base.httprequest, n8n-nodes-base.splitinbatches, n8n-nodes-base.limit, n8n-nodes-base.wait, n8n-nodes-base.telegramtrigger, n8n-nodes-base.telegram, @n8n/n8n-nodes-langchain.openai

Source and attribution

This workflow is cataloged by N8N Workflows and links back to its original n8n.io source page by Cj Elijah Garay.

Original n8n.io source

1.1 Workflow description

Title
Automate Telegram channel post reactions with bot rotation & GPT-5-mini
Workflow name
Automate Telegram channel post reactions with bot rotation & GPT-5-mini

đź“‹ WORKFLOW OVERVIEW

Automate reactions for Telegram Channel Posts - Automated Telegram reaction system for specific posts

Flow:

  1. User sends message to a receiver bot
  2. AI parses request (emoji type & quantity)
  3. Code processes and validates data
  4. Loop sends reactions one by one
  5. User receives confirmation

Key Features:

  • Natural language processing by sending a message to a chat bot to react to a post on a different channel
  • Reiterates through bot token rotation. This means that if you use 100 bots then you will be able to have 100 reactions per post of your choice
  • Rate limit protection
  • Error handling with helpful messages

You will need to first add the bots that you personally own which can be acquired from BotFather to the channel that you would want them to react posts to and allow it to manage messages.

Required Bot Permissions:

  1. Bot Must Be an Administrator The bot needs to be added as an admin to the channel (regular member status won't work for reactions).
  2. Specific Admin Rights Needed: When adding the bot as admin, you need to enable: âś… "Post Messages" - This is actually the key permission needed âś… "Add Subscribers" (optional, but sometimes required depending on channel settings)

Credentials needed are: Target Channel ID, Bot tokens, Bot Receiver token, OpenAI API

Example Usage:

If in need of help contact me at: [email protected]

1.2 Logical Blocks

This catalog entry is organized from the workflow JSON. The node-level section below shows the executable blocks available for review before importing the template.

2. Block-by-Block Analysis

Block 1 - Sticky Note - Telegram

Type / Role
n8n-nodes-base.stickyNote - stickyNote
Config choices
Version 1

Block 2 - Sticky Note - AI

Type / Role
n8n-nodes-base.stickyNote - stickyNote
Config choices
Version 1

Block 3 - Sticky Note - Processing

Type / Role
n8n-nodes-base.stickyNote - stickyNote
Config choices
Version 1

Block 4 - Sticky Note - Debug

Type / Role
n8n-nodes-base.stickyNote - stickyNote
Config choices
Version 1

Block 5 - Sticky Note - Loop

Type / Role
n8n-nodes-base.stickyNote - stickyNote
Config choices
Version 1

Block 6 - Sticky Note - HTTP

Type / Role
n8n-nodes-base.stickyNote - stickyNote
Config choices
Version 1

Block 7 - Sticky Note - Rate Limit

Type / Role
n8n-nodes-base.stickyNote - stickyNote
Config choices
Version 1

Block 8 - Sticky Note - Completion

Type / Role
n8n-nodes-base.stickyNote - stickyNote
Config choices
Version 1

Block 9 - Sticky Note - Overview

Type / Role
n8n-nodes-base.stickyNote - stickyNote
Config choices
Version 1

Block 10 - HTTP Request

Type / Role
n8n-nodes-base.httpRequest - httpRequest
Config choices
Version 4.2

Block 11 - Loop Over Items

Type / Role
n8n-nodes-base.splitInBatches - splitInBatches
Config choices
Version 3

Block 12 - Limit

Type / Role
n8n-nodes-base.limit - limit
Config choices
Version 1

Block 13 - Wait

Type / Role
n8n-nodes-base.wait - wait
Config choices
Version 1.1

Block 14 - Telegram Chat Trigger

Type / Role
n8n-nodes-base.telegramTrigger - telegramTrigger
Config choices
Version 1.2

Block 15 - Reply "all done" message

Type / Role
n8n-nodes-base.telegram - telegram
Config choices
Version 1.2

Block 16 - Message a model

Type / Role
@n8n/n8n-nodes-langchain.openAi - openAi
Config choices
Version 1.8

Block 17 - Code Prep

Type / Role
n8n-nodes-base.code - code
Config choices
Version 2

Block 18 - Debugging

Type / Role
n8n-nodes-base.code - code
Config choices
Version 2

3. Summary Table

Workflow Automate Telegram channel post reactions with bot rotation & GPT-5-mini
Complexity advanced
Nodes 18
Categories Social Media, AI Summarization
Author Cj Elijah Garay
Published 29 Oct 2025

4. Reproducing the Workflow from Scratch

  1. 1. Download the workflow JSON

    Use the JSON export at /data/workflows/10296/10296.json as the source template for this automation.

  2. 2. Import the template into n8n

    Open n8n, import the downloaded JSON, and review each node before activating the workflow.

  3. 3. Configure credentials and variables

    Replace placeholder credentials, API keys, webhook URLs, account IDs, and environment-specific values with your own settings.

  4. 4. Test with sample data

    Run the workflow manually or in a staging workspace, inspect node output, and confirm downstream systems receive the expected data.

  5. 5. Activate and monitor

    Enable the workflow only after testing, then monitor executions, errors, and rate limits during the first production runs.

5. General Notes & Resources

Review imported nodes carefully before activation. This catalog entry is intended to help you inspect the workflow structure, understand required services, and find related templates faster.

Node names, credentials, schedules, webhook paths, and external service limits may need adjustment for your workspace.

Frequently asked questions

What does Automate Telegram channel post reactions with bot rotation & GPT-5-mini do?

Automate reactions for Telegram Channel Posts Automated Telegram reaction system for specific posts Flow: 1. User sends message to a receiver bot 2. AI parses request (emoji type & quantity) 3. Cod...

What do I need before importing this workflow?

Review the workflow JSON, configure any required credentials in n8n, and test the automation in a safe workspace before using it in production.

Can I customize this workflow?

Yes. Use the block-by-block analysis and the downloadable JSON to inspect each node, then adjust credentials, prompts, schedules, filters, or destinations for your Social Media, AI Summarization use case.