Automate TikTok video transcription with RapidAPI and Google Sheets

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Important notice

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

1. Workflow Overview

TikTok Transcript Generator Overview This automated workflow extracts transcripts from TikTok videos by reading video URLs from a Google Sheet, calling the API via [TikTok Transcript Generator](htt...

Best for

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

Tools used

n8n-nodes-base.googlesheets, n8n-nodes-base.httprequest, n8n-nodes-base.splitinbatches, n8n-nodes-base.wait, n8n-nodes-base.if, n8n-nodes-base.code, n8n-nodes-base.manualtrigger, 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 Evoort Solutions.

Original n8n.io source

1.1 Workflow description

Title: Automate TikTok video transcription with RapidAPI and Google Sheets
Workflow name: Automate TikTok video transcription with RapidAPI and Google Sheets

TikTok Transcript Generator

Overview

This automated workflow extracts transcripts from TikTok videos by reading video URLs from a Google Sheet, calling the API via TikTok Transcript Generator, cleaning the subtitle data, and updating the sheet with transcripts. It efficiently handles batches, errors, and rate limits to provide a seamless transcription process.

Key Features

Batch processing: Reads and processes multiple TikTok video URLs from Google Sheets.
Automatic transcript generation: Uses the TikTok Transcript Generator API on RapidAPI.
Clean subtitle output: Removes timestamps and headers for clear transcripts.
Error handling: Marks videos with no available transcript.
Rate limiting: Implements wait times to avoid API throttling on RapidAPI.
Seamless Google Sheets integration: Updates the same sheet with transcript results and statuses.

API Used

TikTok Transcript Generator API

Google Sheet Columns

Column Name	Description
Video Url	URL of the TikTok video to transcribe
Transcript	Generated transcript text (updated by workflow)
Generated Date	Date when the transcript was generated (YYYY-MM-DD)

Workflow Nodes Explanation

Node Name	Type	Purpose
When clicking ‘Execute workflow’	Manual Trigger	Manually starts the entire transcription workflow.
Google Sheets2	Google Sheets (Read)	Reads TikTok video URLs and transcript data from Google Sheets.
Loop Over Items	Split In Batches	Processes rows in smaller batches to control execution speed.
If	Conditional Check	Filters videos needing transcription (URL present, transcript empty).
HTTP Request	HTTP Request	Calls the TikTok Transcript Generator API on RapidAPI to fetch transcripts.
If1	Conditional Check	Checks for valid API responses (handles 404 errors).
Code	Code (JavaScript)	Cleans and formats raw subtitle text by removing timestamps.
Google Sheets	Google Sheets (Update)	Updates the sheet with cleaned transcripts and generation dates.
Google Sheets1	Google Sheets (Update)	Updates sheet with “No transcription available” message on error.
Wait	Wait	Adds delay between batches to avoid API rate limits on RapidAPI.

Challenges Resolved

Manual Transcription Effort: Eliminates the need to manually transcribe TikTok videos, saving time and reducing errors.
API Rate Limits: Introduces batching and wait periods to avoid exceeding API usage limits on RapidAPI, ensuring smooth execution.
Incomplete or Missing Data: Filters out videos already transcribed and handles missing transcripts gracefully by logging appropriate messages.
Data Formatting Issues: Cleans raw subtitle data to provide readable, timestamp-free transcripts.
Data Synchronization: Updates transcripts back into the same Google Sheet row, maintaining data consistency and ease of access.

Use Cases

Content creators wanting to transcribe TikTok videos automatically.
Social media analysts extracting text data for research.
Automation enthusiasts integrating transcript generation into workflows.

How to Use

Prepare a Google Sheet with the columns: Video Url, Transcript, and Generated Date.
Connect your Google Sheets account in the workflow.
Enter your RapidAPI key for the TikTok Transcript Generator API.
Execute the workflow to generate transcripts.
View transcripts and generated dates directly in your Google Sheet.

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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 - Google Sheets2

Type / Role: n8n-nodes-base.googleSheets - googleSheets
Config choices: Version 4.5

Block 2 - HTTP Request

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

Block 3 - Google Sheets

Type / Role: n8n-nodes-base.googleSheets - googleSheets
Config choices: Version 4.5

Block 4 - Loop Over Items

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

Block 5 - Wait

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

Block 6 - If

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

Block 7 - Code

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

Block 8 - If1

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

Block 9 - Google Sheets1

Type / Role: n8n-nodes-base.googleSheets - googleSheets
Config choices: Version 4.5

Block 10 - When clicking ‘Execute workflow’

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

Block 11 - Sticky Note

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

Block 12 - Sticky Note1

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

Block 13 - Sticky Note2

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

Block 14 - Sticky Note3

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

Block 15 - Sticky Note4

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

Block 16 - Sticky Note5

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

Block 17 - Sticky Note6

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

Block 18 - Sticky Note7

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

Block 19 - Sticky Note8

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

Block 20 - Sticky Note9

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

Block 21 - Sticky Note10

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

3. Summary Table

Workflow	Automate TikTok video transcription with RapidAPI and Google Sheets
Complexity	advanced
Nodes	21
Categories	Content Creation, Multimodal AI
Author	Evoort Solutions
Published	11 Jul 2025

4. Reproducing the Workflow from Scratch

1. Download the workflow JSON

Use the JSON export at /data/workflows/5882/5882.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 Automate TikTok video transcription with RapidAPI and Google Sheets 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.

Evoort Solutions

33 workflows

Nodes

n8n-nodes-base.googlesheets n8n-nodes-base.httprequest n8n-nodes-base.splitinbatches n8n-nodes-base.wait n8n-nodes-base.if n8n-nodes-base.code n8n-nodes-base.manualtrigger n8n-nodes-base.stickynote

Complexity

advanced

Published 11 Jul 2025

Likes 0

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Install path: /data/workflows/5882/5882.json

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Automate TikTok video transcription with RapidAPI and Google Sheets

Workflow preview

Important notice

1. Workflow Overview

Best for

Tools used

Source and attribution

1.1 Workflow description

TikTok Transcript Generator

Overview

Key Features

API Used

Google Sheet Columns

Workflow Nodes Explanation

Challenges Resolved

Use Cases

How to Use

1.2 Logical Blocks

2. Block-by-Block Analysis

Block 1 - Google Sheets2

Block 2 - HTTP Request

Block 3 - Google Sheets

Block 4 - Loop Over Items

Block 5 - Wait

Block 6 - If

Block 7 - Code

Block 8 - If1

Block 9 - Google Sheets1

Block 10 - When clicking ‘Execute workflow’

Block 11 - Sticky Note

Block 12 - Sticky Note1

Block 13 - Sticky Note2

Block 14 - Sticky Note3

Block 15 - Sticky Note4

Block 16 - Sticky Note5

Block 17 - Sticky Note6

Block 18 - Sticky Note7

Block 19 - Sticky Note8

Block 20 - Sticky Note9

Block 21 - Sticky Note10

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