A podcast transcript is one of those things that sounds like extra work until you actually have one. Then you realise you now have show notes, a newsletter, social clips, a searchable archive, and a version of every episode for the people who read rather than listen.
This guide covers the full workflow: from preparing the audio to reusing the transcript across as many formats as your episode is worth.
TL;DR: Run your final episode audio through an AI transcription tool with speaker detection on. Review names, product terms, and quotes. Light-edit for readability. Publish the transcript alongside the episode. Then reuse the same text for show notes, LinkedIn posts, and your newsletter.
Step 1: Prepare the audio before uploading
The quality of the transcript depends almost entirely on the quality of the audio going in:
- Upload the final edited mix, not the raw file. If you have already removed dead air and balanced the microphone levels, the transcript will be more accurate and easier to review.
- Note the episode title and guest name before uploading. You will want to check these manually in the transcript or add them to the Vocabulary Library first.
- If your recording setup exports separate tracks (using platforms like Riverside or SquadCast), a multitrack file gives transcription tools a cleaner read on who said what.
Step 2: Run the audio through an AI transcription tool
Upload to a tool with speaker detection enabled. The output will be a speaker-separated transcript with timestamps.
With AudioMaktube, upload any audio or video file and the transcript comes with:
- Automatic speaker detection (diarization), available from the free plan
- AI summary of the episode's key points (Starter, $5/mo)
- Translation into 14 languages — useful for multilingual audiences
- Content creation tools to generate LinkedIn posts, newsletter copy, and blog drafts from the transcript (Unlimited, $15/mo)
Add the guest name and any product terms or brand names to the Vocabulary Library before transcribing. Generic AI models reliably mangle unusual proper nouns. Adding them in advance costs 30 seconds and saves multiple rounds of correction.
Step 3: Review the transcript — where to focus
Do not read the whole thing word by word. Review where errors matter most:
- Guest name — check every instance. An AI that mishears a name will repeat the wrong version twenty times.
- Statistics and quoted figures — verify against your notes.
- Product and brand names — especially any your guest mentions only once.
- The opening and closing — what readers skim first and last.
For everything else, a light read-through at 1.5× playback is usually sufficient.
Step 4: Edit for readability — keep it spoken, not written
The principle is simple: remove friction, keep character.
- Break long paragraphs wherever the speaker pauses on a new point.
- Remove repeated filler ("you know," "like," "um") where it adds nothing — but keep it where removing it would change the tone.
- Add headings around major topic shifts. This makes the transcript scannable and improves SEO.
- Do not rewrite the speaker's sentences to sound more "polished." That is editing an article, not a transcript.
Step 5: Publish the transcript with the episode
A transcript published alongside your episode:
- Helps readers who cannot or prefer not to listen
- Gives search engines full text to index — every specific phrase your guest said becomes searchable, which aligns perfectly with Apple Podcasts transcription guidelines
- Creates a permanent archive of your back catalogue
Publish it as full text below your audio player. Include a short episode summary at the top, the guest's name, and a link back to the audio.
Step 6: Reuse the transcript across formats
One podcast episode, properly transcribed, produces:
- Show notes — a 200–300 word summary with key points and guest links
- Newsletter recap — a condensed version for your email list
- Social quotes — short punchy extracts from the best moments
- Translated version — the transcript translated for a different audience
The Unlimited plan ($15/mo) on AudioMaktube includes a Content creation feature that generates LinkedIn posts, blog drafts, and newsletter copy from any transcript automatically.
When you don't need to transcribe every episode
Short-form episodes (under 10 minutes) with simple content and no guests are often not worth the full editorial effort. A short summary is enough. Save the full transcript workflow for episodes with named guests, specific figures, or content you plan to repurpose.