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Automate Instagram carousel creation with GPT-5, Nano Banana, and Blotato

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Important notice

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

1. Workflow Overview

Instagram Carousel & Caption Generator on Autopilot (GPT 5 + Nano Banana + Blotato + Google Sheets) Description Watch the full step by step tutorial on YouTube: https://youtu.be/id22R7iBTjo ![au...

Best for

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

Tools used

@n8n/n8n-nodes-langchain.chattrigger, @n8n/n8n-nodes-langchain.agent, @n8n/n8n-nodes-langchain.lmchatopenai, @n8n/n8n-nodes-langchain.outputparserstructured, n8n-nodes-base.splitout, n8n-nodes-base.httprequest, @blotato/n8n-nodes-blotato.blotato, n8n-nodes-base.code

Source and attribution

This workflow is cataloged by N8N Workflows and links back to its original n8n.io source page by Automate With Marc.

Original n8n.io source

1.1 Workflow description

Title
Automate Instagram carousel creation with GPT-5, Nano Banana, and Blotato
Workflow name
Automate Instagram carousel creation with GPT-5, Nano Banana, and Blotato

🎨 Instagram Carousel & Caption Generator on Autopilot (GPT-5 + Nano Banana + Blotato + Google Sheets)

Description

Watch the full step-by-step tutorial on YouTube: https://youtu.be/id22R7iBTjo

Disclaimer (self-hosted requirement): This template assumes you have valid API credentials for OpenAI, Wavespeed/Nano Banana, Blotato, and Google. If using n8n Self-Hosted, ensure HTTPS access and credentials are set in your instance.

How It Works

Chat Trigger – Receive a topic/idea (e.g. “5 best podcast tips”).

Image Prompt Generator (GPT-5) – Creates 5 prompts using the “Hook → Problem → Insight → Solution → CTA” framework.

Structured Output Parser – Formats output into a JSON array.

Generate Images (Nano Banana) – Converts prompts into high-quality visuals.

Wait for Render – Ensures image generation completes.

Fetch Rendered Image URLs – Retrieves image links.

Upload to Blotato – Hosts and prepares images for posting.

Collect Media URLs – Gathers all uploaded image URLs.

Log to Google Sheets – Stores image URLs + timestamps for tracking.

Caption Generator (GPT-5) – Writes an SEO-friendly caption.

Merge Caption + Images – Combines data.

Post Carousel (Blotato) – Publishes directly to Instagram.

Step-by-Step Setup Instructions

  1. Prerequisites

n8n (Cloud or Self-Hosted)

OpenAI API Key (GPT-5)

Wavespeed API Key (Nano Banana)

Blotato API credentials (connected to Instagram)

Google Sheets OAuth credentials

  1. Add Credentials in n8n

OpenAI: Settings → Credentials → Add “OpenAI API”

Wavespeed: HTTP Header Auth (e.g. Authorization: Bearer <API_KEY>)

Blotato: Add “Blotato API”

Google Sheets: Add “Google Sheets OAuth2 API”

  1. Configure & Test

Run with an idea like “Top 5 design hacks”.

Check generated images, caption, and logged sheet entry.

Confirm posting works via Blotato.

  1. Optional

Add a Schedule Trigger for weekly automation.

Insert a Slack approval loop before posting.

Customization Guide

✏️ Change design style: Modify adjectives in the Image Prompt Generator.

📑 Adjust number of slides: Change Split node loop count.

💬 Tone of captions: Edit Caption Generator’s system prompt.

⏱️ Adjust render wait time: If image generation takes longer, increase the Wait node duration from 30 seconds to 60 seconds or more.

🗂️ Log extra data: Add columns in Google Sheets for campaign or topic.

🔁 Swap posting tool: Replace Blotato with your scheduler or email node.

Requirements

OpenAI API key (GPT-5 or compatible)

Wavespeed API key (Nano Banana)

Blotato API credentials

Google Sheets OAuth credentials

n8n account (Cloud or Self-Hosted)

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 - When chat message received

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

Block 2 - Image Prompt Generator

Type / Role
@n8n/n8n-nodes-langchain.agent - agent
Config choices
Version 2.2

Block 3 - OpenAI Chat Model

Type / Role
@n8n/n8n-nodes-langchain.lmChatOpenAi - lmChatOpenAi
Config choices
Version 1.2

Block 4 - Structured Output Parser

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

Block 5 - Split Out

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

Block 6 - Nano Banana

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

Block 7 - Get Nano Banana Image Result

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

Block 8 - Upload media

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

Block 9 - Code

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

Block 10 - Append row in sheet

Type / Role
n8n-nodes-base.googleSheets - googleSheets
Config choices
Version 4.7

Block 11 - Caption Generator

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

Block 12 - Post to Instagram

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

Block 13 - Sticky Note

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

Block 14 - Sticky Note1

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

Block 15 - Sticky Note2

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

Block 16 - Sticky Note3

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

Block 17 - Sticky Note4

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

Block 18 - Sticky Note5

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

Block 19 - Wait For Render

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

Block 20 - Merge Caption + Images

Type / Role
n8n-nodes-base.merge - merge
Config choices
Version 3.2

3. Summary Table

Workflow Automate Instagram carousel creation with GPT-5, Nano Banana, and Blotato
Complexity advanced
Nodes 20
Categories Content Creation, Multimodal AI
Author Automate With Marc
Published 23 Sept 2025

4. Reproducing the Workflow from Scratch

  1. 1. Download the workflow JSON

    Use the JSON export at /data/workflows/8877/8877.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 Instagram carousel creation with GPT-5, Nano Banana, and Blotato do?

Instagram Carousel & Caption Generator on Autopilot (GPT 5 + Nano Banana + Blotato + Google Sheets) Description Watch the full step by step tutorial on YouTube: https://youtu.be/id22R7iBTjo ![au...

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.