TikTok Video Transcription
Reads TikTok URLs from a Google Sheet, generates clean transcripts via API, and updates the sheet with text and dates.
What it does
You get clean TikTok video transcripts automatically added to your Google Sheet without manual typing. The system reads your URLs, removes timestamps via an API call, and updates the sheet with dates while handling errors for missing data.
Step by step
- Parse the TikTok URL from the Google Sheet row using a standard string split or regex to extract the video ID.
- Construct the HTTP request payload with the extracted video ID and your RapidAPI key in the headers.
- Use a code block to strip timestamp patterns like [00:01] or MM:SS from the raw transcript string.
- Write the cleaned text back to the specific cell in the Google Sheet using the row index.
Where the LLM does the work
- Generate robust regex patterns for cleaning varied timestamp formats that might appear in different TikTok transcripts.
- Draft error handling logic to gracefully skip rows with invalid URLs or missing API responses without breaking the batch.
- Refine the text cleaning code to handle edge cases like speaker labels or non-verbal sounds if they are included.
Watch out for
TikTok URLs can vary in format including short links so implement URL expansion logic before extracting the video ID.
The API might return HTML entities or special characters so ensure your code cleans these to prevent sheet formatting errors.
Tools that fit
RapidAPI API Call TikTok Transcript Generator API
HTTP Request Service Fetch transcript data from API
Code LLM Clean subtitle text and remove timestamps
The agent brief
Everything your agent needs, including the gotchas. Copy it and go.
You are helping me build the following AI agent workflow. ## Goal TikTok Video Transcription: Reads TikTok URLs from a Google Sheet, generates clean transcripts via API, and updates the sheet with text and dates. ## Specification - What it does: You get clean TikTok video transcripts automatically added to your Google Sheet without manual typing. The system reads your URLs, removes timestamps via an API call, and updates the sheet with dates while handling errors for missing data. - Trigger: Run manually (Manual · on demand) - Autonomy: Fully hands-off - Expected setup effort: under an hour - Tools/services involved: - Google Sheets: Store video URLs and transcripts - RapidAPI: Call TikTok Transcript Generator API - HTTP Request: Fetch transcript data from API - Code: Clean subtitle text and remove timestamps ## Known pitfalls, handle each one explicitly in your implementation 1. TikTok URLs can vary in format including short links so implement URL expansion logic before extracting the video ID. 2. The API might return HTML entities or special characters so ensure your code cleans these to prevent sheet formatting errors. ## Reference implementation https://n8n.io/workflows/5882 (workflow template) Fetch and inspect this before building. If it matches my stack, adapt it; if not, rebuild the pattern with my tools. ## Process requirements 1. Before building: ask me which of the listed tools I actually use and what my platform is (n8n / Make / code / other). Do not assume. 2. Adapt the pattern to my answers; do not force the reference stack. 3. Address every pitfall above; tell me how you handled each. 4. Provide a test plan I can run before letting this touch real data. 5. Ask before any step that sends messages, modifies data, or spends money. Source: https://usecasesforagents.com/use-case/automate-tiktok-video-transcription/ via usecasesforagents.com
Frequently asked questions
Can I use a different Spreadsheet than Google Sheets?
Yes. Google Sheets is only the example spreadsheet in this recipe. The same flow works with Airtable, Baserow and Excel. Swap the spreadsheet connection and keep the rest of the setup as written.
Want this running in your business?
This is what I do. I design and build AI agents like this one, and keep them running. If you want it set up for your team instead of doing it yourself, get in touch.
Who it's for
Built for marketers who'd rather brief an agent than start from a blank doc.
Analysts get a ready-made pattern for turning raw numbers into a report someone will actually read.