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Create multi-speaker podcasts with Google Sheets, ElevenLabs v3, and Drive

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Important notice

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

1. Workflow Overview

This workflow automates the creation of realistic Multi speaker podcasts using ElevenLabsv3 API by reading a script from Google Sheets and saving the final MP3 file to Google Drive. 1. Data Source ...

Best for

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

Tools used

n8n-nodes-base.manualtrigger, n8n-nodes-base.googledrive, n8n-nodes-base.httprequest, n8n-nodes-base.googlesheets, n8n-nodes-base.code, n8n-nodes-base.stickynote

Source and attribution

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

Original n8n.io source

1.1 Workflow description

Title
Create multi-speaker podcasts with Google Sheets, ElevenLabs v3, and Drive
Workflow name
Create multi-speaker podcasts with Google Sheets, ElevenLabs v3, and Drive

This workflow automates the creation of realistic Multi-speaker podcasts using ElevenLabsv3 API by reading a script from Google Sheets and saving the final MP3 file to Google Drive.

  1. Data Source – Dialogue scripts are stored in a Google Sheet. Each row contains:

    • Speaker name (optional)
    • Voice ID (from ElevenLabs)
    • Text to be spoken
  2. Data Preparation – The workflow transforms the spreadsheet content into the proper JSON format required by the ElevenLabs API.

  3. Podcast Generation – ElevenLabs’ Eleven v3 model converts the prepared text into expressive, natural-sounding dialogue. It supports not only speech but also non-verbal cues and audio effects (e.g., [laughs], [whispers], [clapping]).

  4. File Storage – The generated audio file is automatically uploaded to Google Drive, organized by timestamped filenames.


Key Advantages

  • Seamless Automation – From dialogue writing to final audio upload, everything runs automatically in one workflow.
  • Multi-Speaker Support – Easily assign different voices to multiple characters for dynamic conversations.
  • Expressive & Realistic Output – Supports emotions, speech styles, and ambient effects, making podcasts more immersive.
  • Flexible Content Input – Scripts can be collaboratively written and edited in Google Sheets, with no technical knowledge required.
  • Scalable & Reusable – Can generate multiple podcast episodes in seconds, ideal for content creators, educators, or businesses.
  • Cloud Integration – Final audio files are securely stored in Google Drive, ready to be shared or published.

How It Works

The workflow processes a structured script from a spreadsheet and uses AI to generate a realistic conversation.

  1. Manual Trigger: The workflow is started manually by a user clicking "Execute workflow" in n8n.
  2. Get Dialogue: The "Get dialogue" node fetches the podcast script data from a specified Google Sheet. The sheet should contain columns for Speaker (optional), Voice ID, and the dialogue Input/Text.
  3. Prepare Dialogue: The "Code" node transforms the raw sheet data into the precise JSON format required by the ElevenLabs API. It creates an array of objects where each object contains the text and the corresponding voice_id for each line of dialogue.
  4. Generate Podcast: The "HTTP Request" node sends a POST request to the ElevenLabs Text-to-Dialogue API endpoint (/v1/text-to-dialogue). It sends the transformed dialogue array in the request body, instructing the API to generate a single audio file with a conversation between the specified voices.
  5. Upload File: The "Upload file" node takes the audio file response from ElevenLabs and saves it to a designated folder in Google Drive..

Set Up Steps

To use this workflow, you must complete the following configuration steps:

  1. Prepare the Google Sheet:

    • Clone the Template: Duplicate the [provided Google Sheet template](https://docs.goo# Header 1gle.com/spreadsheets/d/1eB8iUQmhj3xJMpGam_slCS0ivtgTUpbcWAqeutG_HM8/edit?usp=sharing) into your own Google Drive.
    • Fill the Script:
      • Column A (Speaker): Optional. Add speaker names for your reference (e.g., "Host", "Guest").
      • Column B (Voice ID): Mandatory. Enter the unique Voice ID for each line from ElevenLabs.
      • Column C (Input): Mandatory. Write the dialogue text for each speaker. You can use [non-speech audio events] like [laughs] or [whispers] to add expression.
  2. Configure ElevenLabs API Credentials:

    • Login or create FREE account on Elevenlabs
    • Edit the "Generate podcast" node's credentials.
    • Create an HTTP Header Auth credential named "ElevenLabs API".
    • Set the Name to xi-api-key and the Value to your actual ElevenLabs API key.
  3. Configure Google Services:

    • Google Sheets: Ensure the "Get dialogue" node has valid OAuth credentials and that the documentId points to your copy of the script sheet.
    • Google Drive: Ensure the "Upload file" node has valid OAuth credentials and that the folderId points to the correct Google Drive folder where you want the audio files saved.

Need help customizing?

Contact me for consulting and support or add me on Linkedin.

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 clicking ‘Execute workflow’

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

Block 2 - Upload file

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

Block 3 - Generate podcast

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

Block 4 - Get dialogue

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

Block 5 - Prepare dialogue

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

Block 6 - Sticky Note

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

Block 7 - Sticky Note1

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

Block 8 - Sticky Note2

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

3. Summary Table

Workflow Create multi-speaker podcasts with Google Sheets, ElevenLabs v3, and Drive
Complexity intermediate
Nodes 8
Categories Content Creation, Multimodal AI
Author Davide
Published 26 Aug 2025

4. Reproducing the Workflow from Scratch

  1. 1. Download the workflow JSON

    Use the JSON export at /data/workflows/7883/7883.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 Create multi-speaker podcasts with Google Sheets, ElevenLabs v3, and Drive do?

This workflow automates the creation of realistic Multi speaker podcasts using ElevenLabsv3 API by reading a script from Google Sheets and saving the final MP3 file to Google Drive. 1. Data Source ...

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.