Podcast hosting with AI is a Workflow and Tech job: you set up a repeatable brief once, in about an afternoon, and then each episode takes twenty to forty minutes. The AI writes an episode outline before you record and the show notes after, working from your topic, your guest and the transcript. This page covers those two pieces of paperwork, the outline and the show notes. Promoting the episode on social media is its own job, and our guide on how to promote a podcast on social media carries it from the point where the show notes are done. What stays with you is the recording itself, the facts only you can check, and the upload.
- Shape
- WorkflowTech
- Sitting
- an afternoon
The shape: Workflow and Tech
This job is a Workflow because it runs in steps with a check between each one. The outline comes back, you trim it, and only then do you record; the transcript comes back, you check it, and only then does it become show notes. Each check catches an error before the next step builds on it, and the whole run comes back with every episode, so the briefs you write today are the thing you keep.
It is also Tech, because the inputs come out of tools. The transcript comes from your recording app, your podcast host, or an AI app you upload the audio to. The finished notes go into the episode description field on your podcast host, which sends them out to the listening apps. None of that is hard, but each tool has its own buttons, and the first pass is slower while you find them.
That is why the first sitting is an afternoon. You find where your transcript lives, write your brief, choose one set of show notes you like as the model, and run one real episode through. After that, the workflow is short: get the transcript, paste the brief, check the result, upload.
What you give the AI
The AI cannot hear your episode or guess who your listeners are. Give it these, by name.
For the outline, before you record:
- The episode topic in one sentence, written as the question the episode answers.
- Who the show is for, in the words a listener would use about themselves.
- The guest's name, role and the one story you want them to tell, if the episode has a guest.
- Your notes on the topic, even if they are a messy list.
- Two outlines or run sheets from past episodes that went well, so the AI copies your format and not a generic one.
- The target length of the episode.
For the show notes, after you record:
- The full transcript of the edited episode, with timestamps and speaker labels if your tool provides them. Without timestamps in the transcript, the AI cannot place them, so leave that section out.
- The guest's name spelled correctly, their title, and the links they want shared.
- Every resource mentioned in the episode that needs a link: books, tools, websites, earlier episodes.
- One set of show notes you like, from your own show or another, as the model for length and tone.
- The character limit or format rules of your podcast host's description field, if it has any.
A real transcript is the input that matters most. Without it, the AI writes from the title and guesses the rest.
What comes back
From the first brief, you get an outline: a working title, a two-line opening, three or four sections with questions or talking points under each, and a planned close with one call to action. From the second brief, you get show notes: a two-line summary, three to five takeaways, timestamps for the main sections, a guest block, and a list of every resource with a space for its link. You also get three title options, so you can choose one rather than accept the first.
Paste this brief into ChatGPT or Claude before you record:
Write an outline for one podcast episode.
Rules:
- Match the format of the two past outlines below.
- A working title, a two-line opening, three or four sections, and a close with one call to action.
- Under each section, two to four questions or talking points.
- For a guest, place the story I want them to tell where it fits best.
- Use only facts from my notes. Mark anything you are unsure of with [CHECK].
- Fit the target length.
Topic, as the question the episode answers:
[one sentence]
Who the show is for:
[one sentence]
Guest, role, and the story I want them to tell:
[details, or "solo episode"]
My notes:
[paste]
Two past outlines:
[paste]
Target length:
[minutes]Then paste this one after you record, with the transcript:
Write show notes for this podcast episode from the transcript below.
Rules:
- Use only what is said in the transcript. Never add a fact, number or claim that is not in it.
- Start with a two-line summary that says what a listener will learn. These two lines must work alone.
- Then three to five takeaways, each one sentence.
- Then timestamps for the main sections, taken from the transcript. If the transcript has no timestamps, skip this section and say so.
- Then a guest block with the name, title and links exactly as I give them.
- Then a list of every book, tool, website or episode mentioned, with [LINK] where the link goes.
- Then three title options.
- Match the length and tone of the example show notes.
- Mark any word in the transcript that looks misheard with [CHECK].
Guest name, title and links:
[details]
Resources mentioned, with links if I have them:
[list]
Example show notes I like:
[paste]
Description field rules on my host:
[character limit or "none"]
Transcript:
[paste]Both briefs go in a notes file you keep. Next episode, you paste them again and change only the inputs.
How to judge it
A good outline gives you a clear first two minutes and a reason to keep going. A good set of show notes tells a stranger, in two lines, why this episode is worth their time. You can reject a bad result in a minute. Look for these:
- A summary that could describe any episode. If the first two lines would fit a different show, ask again and point to a specific moment in the transcript.
- A fact you did not say. A number, a study or a claim that is not in the transcript is invented, and it must come out.
- A misspelled guest name or a wrong title. This is the error a guest notices first.
- Timestamps that drift. Spot-check three of them against the recording; if one is off by more than a few seconds, check them all.
- Takeaways that repeat each other in different words.
- An outline that reads like a script. If it hands you full sentences to read aloud, ask for talking points instead.
- Words like "dive", "unpack" or "journey" everywhere, which signal a generic draft rather than your show.
If two of these show up, fix the brief rather than the draft, so the next episode comes back better.
What stays with you
The AI prepares the paperwork. These parts stay with you.
- The recording. Your voice, your questions and your follow-ups are why people listen.
- Every name, number and link. A transcript can mishear a name or a figure, and the AI will repeat the error with confidence.
- What the guest agreed to share. If a guest said something off the record or asked to cut a section, the notes must match the edited episode, not the raw transcript.
- Claims in regulated fields. If the episode touches health, money or legal questions, read the takeaways as a careful listener would, and soften anything that sounds like advice the guest did not give.
- The upload. You paste the notes into your podcast host, check how they look in a listening app, and publish.
None of this takes long once the habit is set, but it is the part that keeps your show trustworthy.
An editorial example
This is an invented example, to show the flow. Say you run a small bookkeeping practice and host a monthly twenty-five-minute show for restaurant owners. This month's topic is the question "What should I check in my books before tax season?" Your guest is a restaurant owner you know, and the story you want is the time she found a duplicate supplier payment.
Before recording, you paste the outline brief with your topic, your messy notes, two past outlines and the guest details. The outline comes back with an opening that names the question, three sections (monthly checks, supplier payments, what to send the accountant), and a close that points listeners to your checklist page. You cut one section that would have run long and record.
After editing, your recording app gives you a transcript of the final file. You paste the show notes brief with the transcript, the guest's correct spelling, and the link to your checklist. The notes come back with a two-line summary, four takeaways and seven timestamps. One takeaway includes a percentage the guest never said, so you delete it. One timestamp is off, so you fix it from the recording. You upload the episode and the notes, and the paperwork is done.
Which part to hand the AI
| Piece | Who does it | Why |
|---|---|---|
| Episode outline | The AI drafts, you trim | It handles structure well; you know what your listeners need |
| Interview questions | The AI suggests, you choose | Your best questions come from knowing the guest |
| Show notes | The AI drafts from the transcript | It is fast and thorough when it has the source |
| Names, links, timestamps | You check | A mistake here is public and lasts |
| Titles | The AI offers three, you pick | Choosing is quicker than writing from blank |
| Promotion posts | See the podcast promotion guide | A separate job with its own steps |
Once the show notes are done, the same transcript can feed your promotion. The free episode-to-LinkedIn posts tool turns a transcript into up to five text posts, and Creator Studio makes quote videos, posts and captions from YouTube episodes. The rest of the marketing jobs a show owner might take on sit on the full DIY list.
Boomp's part of this job is the weekly promotion: the posts that go out for each episode. Boomp is software that does this job every week, without you. See ten posts made from your website, free
