I wanted to know what happens when you point Scriptube at a really big channel and press go. So we picked a finance creator's channel, anonymised here, and ran the whole thing: 3,199 videos in one batch. Regular uploads, Shorts and past live streams, all together.
Here is what I saw, what I did not expect, and what it means if you are planning a job like this yourself.
The channel, by the numbers
The channel broke down like this:
- 2,553 regular uploads
- 260 Shorts
- 386 past live streams
That is 3,199 videos in total. I pasted the channel URL once. No spreadsheet of links, no tabs per content type. Scriptube collected the whole channel on its own and showed me the video count and the credit estimate before I confirmed anything. That estimate step matters to me: I never want a customer to find out what a job costs after it has run.
The result: 99.2% came back with a transcript
99.2% of the videos came back with a transcript. I am not going to round that up to "everything", because that would be dishonest and you would find out the first time you ran your own job.
The remaining videos had one thing in common: YouTube has no captions for them at all. Mostly they were long live streams and older clips. There is no text to retrieve, so there was nothing to charge for. Scriptube only charges for transcripts you actually get, so those videos cost nothing. If you want to understand why this happens, we wrote about it in why some YouTube videos have no transcript.
What I learned
1. Shorts and live streams are not an afterthought
Almost one in five videos on this channel was a Short or a live stream. If a tool only collects regular uploads, you are quietly working with a partial picture of the creator. Live streams in particular tend to hold the long, unscripted conversations where people explain how they actually think. Leaving them out would have meant leaving out some of the most useful material.
2. The details around the text are half the value
Each transcript came with the video's title, publish date, duration, views, likes, comment count, thumbnail and channel. Once 3,199 videos were in my library, I could sort the channel by views and see which topics the audience really cared about. A transcript tells you what was said. The stats tell you what landed. Together they are far more useful than either one alone. More on that in every transcript comes with the story behind it.
3. A big job needs to be watchable
Thousands of videos is not a coffee-break task, so I watched the batch page while it ran: a progress bar, videos per minute and an estimate of the time left. There is also a batch map with one coloured square per video, so you can see at a glance what is done and what is not. I did not have to wonder whether it was working. I could see it.
4. Mixing sources is normal, not special
You do not have to submit a channel on its own. Channels, playlists and single videos can go into the same request, and duplicates are removed automatically. For a research project, that means one paste instead of ten careful ones. See mix videos, playlists and channels in one batch.
What you can do with a whole channel
Once the transcripts are in your library, the options open up fast:
- Research a creator or a niche. Search across years of material for how a topic evolved.
- Repurpose content. Turn long conversations into articles, newsletters and quote collections, with the source video always one click away.
- Build a dataset. Export as TXT, CSV, JSON, JSONL, SRT or VTT, or grab a ZIP of every TXT file.
- Analyse a competitor. Our walkthrough on analysing a competitor channel shows the approach.
Reading and exporting transcripts you already own is free, so you can come back to the library as often as you like.
What I would tell anyone planning a big channel job
- Expect a few videos without captions. Do not treat that as a failure of the job. It is a fact about those videos.
- Check the estimate before you confirm. It includes the channel's video count and the credits.
- Do not babysit it. Use the live progress page to check in, then go and do something else.
- Sort by views first. It is the fastest way to find the material worth reading.
Why I care about this
I built Scriptube because collecting transcripts by hand is a miserable way to spend a week. Seeing a 3,199-video channel arrive in one go, with honest numbers about what did and did not come back, is exactly the experience I want every customer to have. Big jobs should feel boring: paste, confirm, wait, use.
Ready to try it on a channel of your own? Open your dashboard and paste a channel URL, or see plans and credits first.