Transform product photos into ad campaigns with Gemini Vision and Claude via Telegram

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Important notice

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

1. Workflow Overview

AI Creative Director: Transform Phone Photos into Viral Ad Campaigns Description Turn amateur product snapshots into high conversion advertising assets automatically. This agentic workflow acts as ...

Best for

Content Creation automation workflows
Multimodal AI automation workflows
advanced n8n builders looking for reusable templates

Tools used

n8n-nodes-base.stickynote, n8n-nodes-base.set, @n8n/n8n-nodes-langchain.outputparserstructured, @n8n/n8n-nodes-langchain.toolthink, n8n-nodes-base.telegramtrigger, n8n-nodes-base.if, n8n-nodes-base.telegram, @n8n/n8n-nodes-langchain.googlegemini

Source and attribution

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

Original n8n.io source

1.1 Workflow description

Title: Transform product photos into ad campaigns with Gemini Vision and Claude via Telegram
Workflow name: Transform product photos into ad campaigns with Gemini Vision and Claude via Telegram

AI Creative Director: Transform Phone Photos into Viral Ad Campaigns

Description

Turn amateur product snapshots into high-conversion advertising assets automatically. This agentic workflow acts as your personal Art Director. Simply send a photo to a Telegram bot, and the AI will analyze the image, conceptualize 3 distinct marketing angles, and generate professional-grade commercial photography.

How it Works

Ingest: Receives a photo and user caption via Telegram.
Analyze: Uses Gemini Vision to understand the product and critique the original image quality.
Ideate: A LangChain Agent (powered by Claude Sonnet via OpenRouter) acts as a Creative Director to brainstorm 3 unique ad concepts (e.g., Cyberpunk, Luxury, Minimalist).
Create: Generates high-fidelity images using the Gemini 3 Pro API.
Deliver: Sends the new ad creatives back to you on Telegram.

Key Features

Multi-Modal Pipeline: Chains Vision models (Gemini) with Reasoning models (Claude) for superior context awareness.
Structured Output: Uses LangChain's Structured Output Parser to ensure consistent JSON formats.
Secure Configuration: Features a centralized CONFIG node to easily manage API keys and user IDs without editing complex logic.
Visual Verification: Includes an authentication check to ensure only you (the authorized user) can trigger the bot.

Prerequisites

n8n Version: 1.0+ (requires LangChain nodes).
Telegram: A Bot Token and your personal User ID.
Google Cloud: An API Key with access to Gemini models.
OpenRouter: An API Key for accessing Claude Sonnet (or your preferred LLM).

Setup Instructions

Import the Workflow: Paste the JSON into your n8n canvas.
Open the CONFIG Node: Locate the green node at the start of the workflow.
Enter Credentials:
- authorized_user_id: Your numeric Telegram User ID (to prevent strangers from using your API credits).
- telegram_bot_token: Your Bot Father token.
- google_api_key: Your Gemini API key.
Activate: Toggle the workflow to "Active" and send a photo to your bot!

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 - Main Sticky

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

Block 2 - Section 1

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

Block 3 - Section 2

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

Block 4 - Section 3

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

Block 5 - CONFIG

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

Block 6 - Structured Output Parser

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

Block 7 - think_tool

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

Block 8 - On New Message

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

Block 9 - Auth: Verify User ID

Type / Role: n8n-nodes-base.if - if
Config choices: Version 2.2

Block 10 - Get Photo File Path

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

Block 11 - Check: Has Photo?

Type / Role: n8n-nodes-base.if - if
Config choices: Version 2.2

Block 12 - Gemini Vision: Analyze

Type / Role: @n8n/n8n-nodes-langchain.googleGemini - googleGemini
Config choices: Version 1

Block 13 - Creative Agent

Type / Role: @n8n/n8n-nodes-langchain.agent - agent
Config choices: Version 3

Block 14 - Loop: Ad Variations

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

Block 15 - Config: Source URL

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

Block 16 - HTTP: Download Source

Type / Role: n8n-nodes-base.httpRequest - httpRequest
Config choices: Version 4.3

Block 17 - Data: Binary Prep

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

Block 18 - HTTP: Generate Image

Type / Role: n8n-nodes-base.httpRequest - httpRequest
Config choices: Version 4.3

Block 19 - Data: Convert Response

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

Block 20 - Telegram: Send Result

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

Block 21 - OpenRouter Chat Model

Type / Role: @n8n/n8n-nodes-langchain.lmChatOpenRouter - lmChatOpenRouter
Config choices: Version 1

3. Summary Table

Workflow	Transform product photos into ad campaigns with Gemini Vision and Claude via Telegram
Complexity	advanced
Nodes	21
Categories	Content Creation, Multimodal AI
Author	Alvin Chandra
Published	24 Nov 2025

4. Reproducing the Workflow from Scratch

1. Download the workflow JSON

Use the JSON export at /data/workflows/11190/11190.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 Content Creation workflows Multimodal AI workflows

Frequently asked questions

What does Transform product photos into ad campaigns with Gemini Vision and Claude via Telegram 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 Content Creation, Multimodal AI use case.

Alvin Chandra

1 workflow

Nodes

n8n-nodes-base.stickynote n8n-nodes-base.set @n8n/n8n-nodes-langchain.outputparserstructured @n8n/n8n-nodes-langchain.toolthink n8n-nodes-base.telegramtrigger n8n-nodes-base.if n8n-nodes-base.telegram @n8n/n8n-nodes-langchain.googlegemini

Complexity

advanced

Published 24 Nov 2025

Likes 0

View on n8n.io Download Workflow

Install path: /data/workflows/11190/11190.json

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Transform product photos into ad campaigns with Gemini Vision and Claude via Telegram

Workflow preview

Important notice

1. Workflow Overview

Best for

Tools used

Source and attribution

1.1 Workflow description

AI Creative Director: Transform Phone Photos into Viral Ad Campaigns

Description

How it Works

Key Features

Prerequisites

Setup Instructions

Tags

1.2 Logical Blocks

2. Block-by-Block Analysis

Block 1 - Main Sticky

Block 2 - Section 1

Block 3 - Section 2

Block 4 - Section 3

Block 5 - CONFIG

Block 6 - Structured Output Parser

Block 7 - think_tool

Block 8 - On New Message

Block 9 - Auth: Verify User ID

Block 10 - Get Photo File Path

Block 11 - Check: Has Photo?

Block 12 - Gemini Vision: Analyze

Block 13 - Creative Agent

Block 14 - Loop: Ad Variations

Block 15 - Config: Source URL

Block 16 - HTTP: Download Source

Block 17 - Data: Binary Prep

Block 18 - HTTP: Generate Image

Block 19 - Data: Convert Response

Block 20 - Telegram: Send Result

Block 21 - OpenRouter Chat Model

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