Blumify

Transcribe a podcast episode from its link

Paste a Spotify or Apple Podcasts episode link and get the full transcript with timestamps, a summary and chapters in about a minute. Free — no card, no watermark.

  • YouTube
  • Spotify
  • Apple Podcasts
  • Audio or video link
No captions? We transcribe the audio.

Have the recording as a file? Upload it instead.

YouTube

Summary

Allie K. Miller interviews Greg Brockman, president and co-founder of OpenAI, about how the best engineers and leaders work in the age of AI. Brockman shares his personal workflow of constant context switching, examples of vibe coding with Codex, and how small AI-driven friction removals compound into productivity gains. He advises founders to build now and focus on vertical AI with deep domain expertise, discusses proactive agents like ChatGPT Pulse, and closes with the message that AI adoption will soon be as essential as computers, with competitive advantage coming from domain knowledge and human relationships.

Chapters

  1. 00:00Best engineers and AI
  2. 01:00Iteration speed and background processing
  3. 02:21Getting started and vibe coding
  4. 03:54Reverse Turing test project
.txt.md.srt.vttOpen this page

1 of 500

Transcribed on Blumify: YouTube videos and podcast episodes. New pages appear here as people paste links.

About this tool

Paste a link to one podcast episode — from Spotify, Apple Podcasts, or a direct MP3 — and get a timestamped transcript, a summary, chapters and show notes. The audio comes from the show's public podcast feed and is transcribed with Whisper.

How it works

  1. In Spotify or Apple Podcasts, open the episode and copy its link with Share.
  2. Paste it into the box and press Transcribe.
  3. Read the summary and notes, or download the transcript as text, Markdown or subtitles.

What you get

  • A timestamped transcript of the episode
  • A summary, key points, chapters and show notes
  • Downloads: .txt, .md, .srt and .vtt

What it will not do

  • Free: episodes up to 90 minutes. Private transcripts in the workspace (AI credits): up to 4 hours.
  • Shows that are only on Spotify have no public feed, so they cannot be transcribed.
  • Paste a link to one episode, not to the whole show.
  • Free transcripts have no speaker labels; labels are a paid workspace feature.

Questions

Why does a Spotify link sometimes fail?

Spotify does not share audio. Blumify finds the same episode in the show's public podcast feed instead. Shows that are only on Spotify have no such feed, so there is no public copy to transcribe.

How long does it take?

Usually about a minute for every 15 to 20 minutes of audio.

How do I get a transcript of a Spotify podcast?

In Spotify, open the episode, tap Share and copy the link to the episode. Paste it into the box above and press Transcribe. Blumify finds the episode in the show's public podcast feed and transcribes it, usually in about a minute for every 15 to 20 minutes.

Can I transcribe an Apple Podcasts episode?

Yes. In Apple Podcasts, open the episode, tap Share, copy the link and paste it here. You get the transcript with timestamps, a summary and chapters, and you can download it as text, Markdown or subtitles.

Is the podcast on YouTube too?

Many shows publish full episodes on YouTube. Paste the YouTube link instead: when the video has captions, the transcript is ready in seconds.

What if the video or episode has no captions?

We transcribe the audio. A video with captions takes seconds; without them, its audio is transcribed with Whisper, which takes about a minute for every 15 to 20 minutes, up to 90 minutes for free. Podcast episodes are always transcribed from their audio.

Is it really free?

Free to start, with no card. A free account comes with 30 AI credits, and 30 more every month: enough for about 10 videos with captions, or 2.5 hours of Apple Podcasts or Spotify audio, as public transcripts. Reading transcript pages is free for everyone. For more, Blumify Unlimited (US$9.99 a month, or US$59.99 a year) covers transcripts, notes, questions and translations without counting credits: videos with captions without a limit, and 50 hours of audio a month at full speed, then up to 1 hour a day.

Who can see my transcript?

Transcripts made from a link here are public: each gets a page with its summary and notes, so a link someone else already transcribed opens instantly, free. To keep a transcript to yourself, make it in your private workspace instead (it uses the same AI credits).

How accurate is it?

We measured it on podcasts, talks and earnings calls with human transcripts: transcripts on our standard speech model were 87.5% accurate, and the most accurate model we tested reached 90.1% (with bought credits or Unlimited, you can choose it for a private transcript). Videos with captions use them, and YouTube's automatic captions were 94.3% accurate. Full results: blumify.io/accuracy. The summary and notes are written by AI from the transcript, so check anything important against the recording.

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