Create and publish AI social posts from Telegram with OpenAI, AtlasCloud and Blotato

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1. Workflow Overview

Quick Overview This workflow takes a Telegram message containing an idea or URL, uses OpenAI to generate platform ready captions plus an image prompt, creates an image via AtlasCloud (Grok Imagine)...

Best for

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

Tools used

n8n-nodes-base.telegramtrigger, n8n-nodes-base.set, @n8n/n8n-nodes-langchain.agent, @n8n/n8n-nodes-langchain.lmchatopenai, @n8n/n8n-nodes-langchain.memorybufferwindow, @n8n/n8n-nodes-langchain.toolhttprequest, @n8n/n8n-nodes-langchain.outputparserstructured, n8n-nodes-base.httprequest

Source and attribution

This workflow is cataloged by N8N Workflows and links back to its original n8n.io source page by Dr. Firas.

Original n8n.io source

1.1 Workflow description

Title: Create and publish AI social posts from Telegram with OpenAI, AtlasCloud and Blotato
Workflow name: Create and publish AI social posts from Telegram with OpenAI, AtlasCloud and Blotato

Quick Overview

This workflow takes a Telegram message containing an idea or URL, uses OpenAI to generate platform-ready captions plus an image prompt, creates an image via AtlasCloud (Grok Imagine), then publishes the post to LinkedIn, X, and Instagram through Blotato and confirms back in Telegram.

How it works

Triggers when your Telegram bot receives a message with a topic, idea, or link to repurpose.
Applies workflow defaults (language, brand voice, and image style) and sends the request to OpenAI to generate a LinkedIn post, X caption, Instagram caption, and an image-generation prompt.
If the message includes a URL, the agent fetches and summarizes the page content via an HTTP “read web link” tool before writing the captions.
Sends the image prompt to AtlasCloud’s image generation API and polls the prediction endpoint until the image is completed or fails.
Extracts the generated image URL and publishes it with the generated captions to LinkedIn, X, and Instagram via Blotato.
Sends a Telegram confirmation message back to the original chat with the published status and image URL.

Setup

Create a Telegram bot with @BotFather and connect your Telegram credentials to the Telegram Trigger and Telegram message nodes.
Add an OpenAI API key and select the model you want to use in the OpenAI Chat Model configuration.
Add an AtlasCloud API key (HTTP Header Auth) and ensure your account has credits for Grok Imagine image generation.
Install/enable the Blotato community node, connect your Blotato API credentials, and select your LinkedIn, X, and Instagram accounts in each publish step.
Review the “Workflow settings” values (language, brand voice, image style, model, aspect ratio, resolution) to match your posting preferences.

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 - Receive request on Telegram

Type / Role: n8n-nodes-base.telegramTrigger - telegramTrigger
Config choices: Version 1.3

Block 2 - Workflow settings

Type / Role: n8n-nodes-base.set - set
Config choices: Version 3.4

Block 3 - AI content agent

Type / Role: @n8n/n8n-nodes-langchain.agent - agent
Config choices: Version 3.1

Block 4 - OpenAI Chat Model

Type / Role: @n8n/n8n-nodes-langchain.lmChatOpenAi - lmChatOpenAi
Config choices: Version 1.3

Block 5 - Conversation memory

Type / Role: @n8n/n8n-nodes-langchain.memoryBufferWindow - memoryBufferWindow
Config choices: Version 1.4

Block 6 - Read a web link

Type / Role: @n8n/n8n-nodes-langchain.toolHttpRequest - toolHttpRequest
Config choices: Version 1.1

Block 7 - Format the content

Type / Role: @n8n/n8n-nodes-langchain.outputParserStructured - outputParserStructured
Config choices: Version 1.3

Block 8 - Generate image (Grok)

Type / Role: n8n-nodes-base.httpRequest - httpRequest
Config choices: Version 4.4

Block 9 - Wait for image

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

Block 10 - Poll image result

Type / Role: n8n-nodes-base.httpRequest - httpRequest
Config choices: Version 4.4

Block 11 - Check image status

Type / Role: n8n-nodes-base.switch - switch
Config choices: Version 3.4

Block 12 - Extract image URL

Type / Role: n8n-nodes-base.set - set
Config choices: Version 3.4

Block 13 - Publish to LinkedIn

Type / Role: @blotato/n8n-nodes-blotato.blotato - blotato
Config choices: Version 2

Block 14 - Publish to X

Type / Role: @blotato/n8n-nodes-blotato.blotato - blotato
Config choices: Version 2

Block 15 - Publish to Instagram

Type / Role: @blotato/n8n-nodes-blotato.blotato - blotato
Config choices: Version 2

Block 16 - Confirm on Telegram

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

Block 17 - Stop and error

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

Block 18 - Sticky Note 0701ff85

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

Block 19 - Sticky Note ca2083cf

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

Block 20 - Sticky Note c3072499

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

Block 21 - Sticky Note 04d44c93

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

Block 22 - Sticky Note 4c951f3f

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

3. Summary Table

Workflow	Create and publish AI social posts from Telegram with OpenAI, AtlasCloud and Blotato
Complexity	advanced
Nodes	22
Categories	Social Media, Multimodal AI
Author	Dr. Firas
Published	14 Jun 2026

4. Reproducing the Workflow from Scratch

1. Download the workflow JSON

Use the JSON export at /data/workflows/16347/16347.json as the source template for this automation.
2. Import the template into n8n

Open n8n, import the downloaded JSON, and review each node before activating the workflow.
3. Configure credentials and variables

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

Download workflow JSON Original n8n.io source Social Media workflows Multimodal AI workflows

Frequently asked questions

What does Create and publish AI social posts from Telegram with OpenAI, AtlasCloud and Blotato do?

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, Multimodal AI use case.

Dr. Firas

51 workflows

Nodes

n8n-nodes-base.telegramtrigger n8n-nodes-base.set @n8n/n8n-nodes-langchain.agent @n8n/n8n-nodes-langchain.lmchatopenai @n8n/n8n-nodes-langchain.memorybufferwindow @n8n/n8n-nodes-langchain.toolhttprequest @n8n/n8n-nodes-langchain.outputparserstructured n8n-nodes-base.httprequest

Complexity

advanced

Published 14 Jun 2026

Likes 0

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Install path: /data/workflows/16347/16347.json

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Create and publish AI social posts from Telegram with OpenAI, AtlasCloud and Blotato

Workflow preview

1. Workflow Overview

Best for

Tools used

Source and attribution

1.1 Workflow description

Quick Overview

How it works

Setup

1.2 Logical Blocks

2. Block-by-Block Analysis

Block 1 - Receive request on Telegram

Block 2 - Workflow settings

Block 3 - AI content agent

Block 4 - OpenAI Chat Model

Block 5 - Conversation memory

Block 6 - Read a web link

Block 7 - Format the content

Block 8 - Generate image (Grok)

Block 9 - Wait for image

Block 10 - Poll image result

Block 11 - Check image status

Block 12 - Extract image URL

Block 13 - Publish to LinkedIn

Block 14 - Publish to X

Block 15 - Publish to Instagram

Block 16 - Confirm on Telegram

Block 17 - Stop and error

Block 18 - Sticky Note 0701ff85

Block 19 - Sticky Note ca2083cf

Block 20 - Sticky Note c3072499

Block 21 - Sticky Note 04d44c93

Block 22 - Sticky Note 4c951f3f

3. Summary Table

4. Reproducing the Workflow from Scratch

1. Download the workflow JSON

2. Import the template into n8n

3. Configure credentials and variables

4. Test with sample data

5. Activate and monitor

5. General Notes & Resources

Frequently asked questions