🎬 Media · Updated October 8, 2026 · 6 min read

Turn a Podcast Into Show Notes Free, With Timestamps

To turn a podcast into show notes without scrubbing through the audio, transcribe the episode in GrabCast's AI Studio, use the SRT timestamps to mark topic changes, then write a two-sentence hook, a chapter list and the links you mentioned. The transcription runs on your own computer, and a 45-minute episode yields a searchable script in minutes.

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AI Studio showing the Small Batch episode 42 transcript with host Nora and guest Sam, plus TXT, SRT and VTT exports — The finished transcript with every export option, made entirely in the browser.

💡 Why episode descriptions are worth the effort

Audio is invisible to search engines. Google, Apple and Spotify index the words on the episode page, so a one-line description gives them almost nothing to rank. Detailed write-ups fix that: they carry the names, places, products and questions your guest talked about, which are exactly the long-tail phrases listeners type. They also help people who already found you. A clear chapter list lets a commuter skip to the segment they care about, sponsors get a visible link, and guests have something worth sharing with their own audience. Creators who publish full descriptions and transcripts often see more search traffic to their websites over time, because every episode becomes a page with real content.

Anatomy of podcast show notes people actually use

Good descriptions follow a predictable shape, which makes them faster to write and easier to skim.

A hook of one or two sentences that states the problem the episode solves or the story it tells
Guest bio in one line with a link to their site or profile, plus the main topics as short phrases
Timestamped chapters, usually 5 to 10 for a 45-minute episode, each labeled with a plain, descriptive title
Resources mentioned: books, tools, studies and past episodes, each linked
A single call to action, such as subscribing, leaving a review or joining the newsletter

Apple Podcasts allows up to 4,000 characters in the episode description, so put the hook and the first chapters near the top where the preview is cut off.

Keep the full transcript on your website episode page rather than stuffing it in the feed description; the site is where it earns search traffic.

Get timestamps without scrubbing the audio

The transcript already knows when every sentence was spoken. Exporting it as SRT gives you a text file where each line carries a start time, which you scan in minutes rather than replaying the whole hour.

Export the finished episode as MP3 or WAV, or use the video file if you record on camera
Drop it into AI Studio, choose Base or Small for a clear two-voice conversation, or Large-v3 Turbo for heavy accents
Export both TXT for reading and SRT for timing; DOCX is handy if a co-host edits in Word
Skim the TXT and highlight each spot where the conversation clearly changes direction
Search the SRT for the first words of each highlighted spot and copy its start time, trimmed to minutes and seconds

On YouTube, timestamps in a description become clickable chapters when the list starts at 0:00, has at least three entries, and each chapter lasts at least 10 seconds. Spotify reads timestamps in descriptions on many shows too.

Because transcription runs locally, unreleased episodes and guest interviews under embargo never leave your machine.

Write the hook, summary and chapter titles

The transcript gives you raw material; your job is to decide what a stranger needs to hear in ten seconds.

Write the hook last, after you know the three strongest moments in the conversation
Name chapters after what the listener gets, such as Pricing your first course, not Segment three
Quote one vivid line from the guest; a real sentence beats any adjective you could write
Use the words people search, like the exact product or city names that came up
Keep the full recap under about 300 words; the transcript page can hold the long version

For a quick first draft, paste the cleaned transcript into the AI Content Pack, which proposes a summary, chapters and key takeaways. It uses a cloud AI service, so do this only with episodes that are cleared for sharing, and always rewrite its output in your own voice.

Read your chapter list aloud once. If a title only makes sense to someone who already heard the episode, rewrite it so a first-time listener understands what they will get from that segment.

Publish and repurpose the write-up

Once the text exists, the same material feeds several channels with very little extra work.

Paste the description and chapter list into your hosting platform, such as Buzzsprout, Libsyn or Spotify for Creators
Publish a web page per episode with the full transcript for accessibility and search
Upload the SRT to the YouTube version so viewers get accurate captions instead of auto-captions
Turn the best quote into a 30-second waveform clip for Reels, Shorts and TikTok
Send the recap and top chapter to your email list the morning the episode drops

Consistency beats perfection: a clear template reused every week is more valuable to listeners and search engines than a beautiful one-off that you never repeat.

Want a short teaser for social media? You can turn a clip into an audiogram video and link back to the full show notes.

Step-by-step

1Transcribe the episode — Drop the final audio or video file into AI Studio and choose a model and language.

Podcast transcript: 'Welcome to SmallBatch… I'm your host, Nora, this is episode 42, and my guest today is Sam Ortiz' — The episode intro becomes text you can mine for the hook, the guest line and the topics.

2Export TXT and SRT — Use the text to read and the SRT to find exact start times for each topic shift.

The .srt and .txt + timestamps buttons highlighted for finding topic start times in the Small Batch episode — Export SRT or timestamped text so each chapter in your show notes gets an exact start time.

3Draft the write-up — Add a hook, guest line, 5 to 10 timestamped chapters, links and one call to action.

Later in the episode: 'the first bottle you ever sold, what did you charge… Six dollars… That was the whole strategy, which is a terrible strategy' — Skim the rest of the transcript to find each topic change for the chapter list.

4Publish and reuse — Paste it into your host, post the full transcript on your site and upload the SRT to YouTube.

AI Summary card for Small Batch episode 42 naming host Nora and guest Sam Ortiz and listing the topics discussed — Summarize gives a first draft of the hook and topic list for your show notes — check it against the audio.

Common mistakes to avoid

⚠️Publishing a one-line description that gives search engines and listeners nothing to work with

⚠️Labeling chapters with vague titles like Intro, Part 2 and Wrap-up instead of what each segment delivers

⚠️Forgetting that YouTube chapters need a 0:00 first entry, so none of the timestamps become clickable

⚠️Pasting an unreleased or embargoed interview into a cloud AI service before it is cleared for sharing

Pro tips

✓Turn a podcast into show notes the day you finish editing, while the conversation is fresh

✓Save a reusable template with hook, guest, chapters, links and call to action

✓Correct guest names and brand spellings in the transcript before copying anything

✓Link to two or three past episodes on related topics to keep listeners in your catalog

✓Add the most-searched question from the episode as a chapter title, word for word

Frequently asked questions

What should podcast show notes include?

A short hook, a one-line guest intro, timestamped chapters, links to everything mentioned, and one clear call to action. The full transcript is a bonus that belongs on your website.

How do I get timestamps without listening to the whole episode?

Transcribe it in AI Studio and export an SRT file. Each subtitle line has a start time, so you can find topic changes by reading and searching instead of scrubbing.

Is my unreleased episode uploaded during transcription?

No. AI Studio runs Whisper in your browser, so the audio stays on your computer. Only the optional AI Content Pack step sends text to a cloud AI service.

How many chapters should an episode have?

For a 30 to 60 minute episode, 5 to 10 chapters is typical. Each should mark a real change of topic and last long enough to be worth jumping to.

Do timestamps work on Apple Podcasts?

Apple shows timestamps as text, but clickable chapters in Apple Podcasts come from chapter markers embedded in the audio file, which many hosting platforms can add.

📌 Bottom line

To turn a podcast into show notes quickly, transcribe the episode locally, use the SRT to grab chapter times, write a sharp hook with descriptive chapter titles and links, and publish the full transcript on your site for search.

Open AI Studio →