Long videos are where the good ideas live — and where your time goes to die. A single podcast can run two hours; a lecture, ninety minutes. You don't need to watch all of it to get the point. You need a summary you can skim, with timestamps so you can dive into the parts that matter.

Why title-and-description summaries fail

Most "summaries" are written from the title and description — not the actual content. That's why they're vague. A useful summary is built from the full transcript, so it reflects what was really said, in order, with the specifics intact.

The fast way: summarize from the transcript

1. Paste the link

No download, no upload. The transcript is pulled instantly, even for a long video.

2. Let the AI read the whole thing

Because it processes the entire transcript, an hour-long lecture summarizes as easily as a five-minute clip.

3. Skim the structured output

You get key points, takeaways, and section timestamps — so you can jump straight to the 8-minute stretch you actually care about.

What a good long-video summary includes

  • Key points — the main ideas, pulled out and ordered
  • Takeaways — what to actually do with the information
  • Timestamps — so the summary is a map back into the video

One tip: always give an AI summary a quick read before you rely on it. It's built from the transcript, so it's grounded — but a 20-second sanity check never hurts.