Creating podcast episode show notes is one of those tasks that seems simple but takes way more time than expected. You need to summarize the episode, include key points, add links, optimize for SEO, and — if you're lucky — do it all in less than an hour. Sound familiar? That's why more and more podcasters are using ChatGPT to automate (or at least speed up) this process.
The good news is that ChatGPT is particularly well-suited for this task. Episode notes follow a predictable structure, have a clear goal (inform and attract new listeners), and require a tone consistent with your podcast's brand. All elements that ChatGPT handles really well when you give it the right instructions.
In this guide you'll find ready-to-use prompts, explanations for why they work, and practical tips for adapting them to your style. Whether you have a business, storytelling, or cooking podcast, by the end you'll have a system that saves you hours every week.
Why ChatGPT Works So Well for Podcast Notes
Before diving into the prompts, it's worth understanding why ChatGPT excels in this specific context.
Episode notes are a hybrid format: they need to be informative like an article, engaging like a marketing description, and organized like an outline. ChatGPT has seen millions of examples of this format during training and knows how to balance these elements.
Moreover, unlike writing an article from scratch, with podcast notes you always provide starting material: the transcript, the outline, the main points. This means you're asking ChatGPT to transform and structure existing information, not invent it — and that's the task where language models perform best.
8 Ready-to-Use ChatGPT Prompts for Podcast Notes
Prompt 1 — The Complete Notes Generator
This is the all-in-one prompt. Use it when you have the episode transcript and want complete notes in one shot.
You are a copywriter specialized in podcasts. I'm providing you with the transcript of an episode from my podcast called [PODCAST NAME], which targets [TARGET AUDIENCE]. Based on the transcript below, create complete show notes for the episode that include: 1. A compelling title (max 70 characters) 2. An introductory description of 2-3 sentences to attract new listeners 3. The 5 key points from the episode in bullet format 4. A "What You'll Learn" section with 3-4 concrete benefits 5. A final call to action Tone: [PROFESSIONAL / FRIENDLY / INSPIRATIONAL] Total length: approximately 300-400 words Transcript: [PASTE THE TRANSCRIPT HERE]
Why it works: This prompt uses the principle of role assignment (giving ChatGPT a specific role) and provides structured output with precise requirements. When you specify the number of points, length, and tone, you eliminate ambiguity and get much more consistent results.
What to expect: Well-structured show notes that are immediately usable, with consistent tone from beginning to end.
Customization tip: Add examples of your previous podcast notes in the "Tone" section to help ChatGPT understand exactly the style you prefer. Write something like: "Here's an example of my style: [PASTE EXAMPLE]".
Prompt 2 — The Ultra-Fast Summary (from Outline)
Don't have the full transcript? No problem. This prompt works with a simple outline.
I recorded a podcast episode with the following outline. Write concise show notes (150-200 words) suitable for distribution platforms like Spotify and Apple Podcast. The notes should: - Start with a question or statement that grabs attention - Explain what the episode is about clearly - List 3 main takeaways - End with an invitation to listen Episode outline: [PASTE THE OUTLINE HERE] Guest (if applicable): [NAME AND BRIEF BIO]
Why it works: Specifying the destination format (Spotify, Apple Podcast) helps ChatGPT calibrate the length and style. Streaming platforms have different characteristics than a blog, and this prompt accounts for that difference.
What to expect: Compact text that reads well on mobile, optimized for people quickly browsing their podcast library.
Customization tip: If your podcast has a recurring format (interview, monologue, panel), specify it in the prompt. ChatGPT will adjust the language accordingly — for example, for an interview it might say "In this conversation with [guest]..." instead of "In this episode...".
Prompt 3 — The SEO Optimizer
Want your show notes to appear on Google? This prompt is designed exactly for that.
Write SEO-optimized show notes for the following podcast episode. The goal is to rank on Google for searches related to the episode's topic. Main topic: [TOPIC] Primary keyword: [KEYWORD] Secondary keywords: [KEYWORD 2], [KEYWORD 3] Required structure: - SEO title (include primary keyword) - Meta description (max 155 characters, include keyword) - Introductory paragraph (100-150 words, keyword appears in first 100 words) - "Topics Covered" section with 5-7 points - Closing paragraph with CTA Important notes: - Use the keyword naturally, not forced - Tone should be informative but not robotic - Avoid keyword stuffing Main points from the episode: [PASTE KEY POINTS HERE]
Why it works: Giving ChatGPT specific SEO constraints (where to insert the keyword, meta description length) produces much more useful results than simply asking "write SEO-optimized notes." Specificity is your best ally.
What to expect: A draft ready to upload to your website or podcast blog, with a structure that supports organic ranking.
Customization tip: Add the URL of a well-ranking competitor for that topic and ask ChatGPT to analyze its structure and improve upon it. Write: "This article ranks well for my keyword: [URL]. Keep its structure in mind but create something more comprehensive."
Prompt 4 — The Timestamp Creator
Timestamps are one of the most appreciated elements by listeners (and often the most tedious to create). Here's how to delegate them.
Based on the transcript or outline below, create a list of timestamps formatted for YouTube and podcast show notes. Required format: [00:00] Segment title [02:30] Segment title etc. Instructions: - Use short titles (max 5-6 words) but descriptive - Always include the introduction and conclusion - For interviews, mark the most quotable or interesting moments - If you only have the outline without exact times, list the segments in order and I'll add the times manually Transcript/Outline: [PASTE HERE]
Why it works: This prompt acknowledges a real limitation of ChatGPT (it doesn't know exact times unless you provide them) and manages it intelligently, asking it to do what it can do well — identify segments — while leaving the part that requires the audio file to you.
What to expect: An organized list of segments with good titles. If you have the transcript with time stamps, ChatGPT will automatically extract the times too.
Customization tip: Specify the episode type. For an interview write: "Highlight personal stories and practical advice from the guest especially." For an educational episode: "Mark every new concept or important definition."
Prompt 5 — The Show Notes to Newsletter Converter
You have the podcast notes, but you also want to use them for your newsletter? Don't rewrite everything from scratch.
You have show notes from one of my podcast episodes. Transform them into a newsletter email that: 1. Has an irresistible subject line (write 3 variants) 2. Starts with a personal hook or short story (2-3 sentences) 3. Presents the episode as "what you can't miss this week" 4. Includes the 3 most interesting points from the episode 5. Has a clear CTA to go listen Tone: [DESCRIBE YOUR TONE: e.g., "like an email from a knowledgeable friend", "professional but warm", etc.] Email length: 200-250 words (excluding subject line) Episode show notes: [PASTE THE NOTES]
Why it works: Repurposing content is one of the most effective content marketing strategies, and this prompt automates exactly that process. Asking for 3 subject line variants is a small trick that gives you options to A/B test without extra effort.
What to expect: A newsletter draft ready in seconds, with three possible subject lines to test. I usually pick one and adjust the hook to make it more personal.
Customization tip: If you use a specific platform (Mailchimp, Substack, ConvertKit), mention it. You can also add: "My subscriber base consists mainly of [AUDIENCE DESCRIPTION]. Adapt the language accordingly."
Prompt 6 — The Shareable Quote Generator
Episode quotes are gold for social media. This prompt extracts them automatically.
Read the transcript below and identify the 5 most powerful, interesting, or shareable quotes from the episode. For each quote provide: - The exact quote (max 2 sentences) - Context in one line (why it's relevant) - A suggested hashtag for social media - A shorter reformulated version for Twitter/X (max 280 characters) Priority: look for phrases that are surprising, counter-intuitive, practical, or emotionally resonant. Transcript: [PASTE HERE]
Why it works: Giving explicit selection criteria ("surprising, counter-intuitive, practical, emotionally resonant") guides ChatGPT toward quality quotes instead of selecting the first complete sentences it finds. It's the difference between average output and truly useful output.
What to expect: Five quotes already formatted, with versions adapted for different social formats. Huge time savings if you post content across multiple platforms.
Customization tip: Add the guest or host's name so ChatGPT correctly attributes each quote. You can also specify the primary platform: "Optimize mainly for LinkedIn, where my audience is most active."
Prompt 7 — The Reviewer and Improver
You already have show notes written by you (or an assistant) but you're not quite satisfied? Use it like this.
Review and improve these podcast show notes according to the following criteria: 1. **Clarity**: every sentence should be immediately understandable 2. **Engagement**: the text should encourage listening, not just describe 3. **SEO**: naturally integrate the keyword "[KEYWORD]" if not already present 4. **Structure**: verify there's an introduction, key points, and CTA 5. **Tone**: maintain [PROFESSIONAL/FRIENDLY/INSPIRATIONAL] throughout Show me the improved version and then briefly list (3-5 points) what you changed and why. Original show notes: [PASTE THE NOTES]
Why it works: Asking ChatGPT to explain what it changed and why is an often underestimated prompt engineering technique. It helps you understand its choices, lets you accept or reject specific modifications, and over time improves your own writing ability.
What to expect: An improved version of your notes with a small "debriefing" of the changes made. Excellent for learning from ChatGPT's suggestions.
Customization tip: If there's a specific element you don't like about the original text — for example "the tone is too formal" or "the CTA is weak" — add it as point 6 in the instructions. The more specific you are, the more precise the improvements will be.
Prompt 8 — The Series Episode Description Creator
If you're doing a thematic series of episodes, brand consistency is essential.
I'm creating a series of podcast episodes on [SERIES TOPIC]. Each episode needs notes that are consistent in style and structure. First, tell me: you understand that you're working on a series and not an isolated episode
Frequently Asked Questions
Why ChatGPT Works So Well for Podcast Notes?
Before diving into the prompts, it's worth understanding why ChatGPT excels in this specific context.
What should you know about prompt 1 — the complete notes generator?
This is the all-in-one prompt. Use it when you have the episode transcript and want complete notes in one shot.
What should you know about prompt 2 — the ultra-fast summary (from outline)?
Don't have the full transcript? No problem. This prompt works with a simple outline.
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