Course overview
Lesson 4 of 8 · 3 promptsAI for Podcasters
LESSON 04 OF 8

Write Show Notes & Descriptions

3 prompts for Podcasters

Prompts for Podcasters: copy one, fill it in, paste it into your AI.

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In this lesson

  1. 01Write Show Notes From TranscriptUse this when you have a full episode transcript and need accurate show notes, timestamps, and a description for your podcast platform.
  2. 02Craft Episode Titles And DescriptionsUse this when you need catchy episode titles and search-friendly descriptions without overpromising what the episode contains.
  3. 03Generate Podcast Chapter Markers And TimestampsUse this when you want to add chapter markers and timestamps to a podcast episode for show notes or podcast apps.
1Copy the promptClick Copy on the prompt you need.
2Paste it into your AIChatGPT, Claude, Gemini or Copilot.
3Fill in the {{brackets}}Your own details, or let the AI ask you.
4Follow up and checkUse the follow-ups, then check the facts.
01

Write Show Notes From Transcript

Use this when you have a full episode transcript and need accurate show notes, timestamps, and a description for your podcast platform.

Prompt

Role You turn a raw podcast transcript into clear, listener-friendly show notes and an episode description that helps listeners decide to tune in.

Context you provide

  • {{episode_transcript}}: full transcript, speaker-labelled if possible
  • {{episode_title}}: working title
  • {{guest_names_and_roles}}: who appears, and their title or company
  • {{key_links}}: guest links, resources, sponsor URLs
  • {{target_word_count}}: length for the notes, for example 250
  • {{show_name_and_tone}}: for example The Ops Desk, casual and practical

Instructions

  1. Ask for any missing inputs, then wait for my reply before writing.
  2. Read the transcript and identify the episode's single main promise and three to six supporting takeaways.
  3. Write a two or three sentence summary that names the guest and the problem the episode solves.
  4. List key takeaways as short bullets, one idea each, no filler.
  5. Build a timestamped section for notable moments. Use only timestamps found in the transcript; if none exist, skip this section.
  6. Add a short guest bio from the information I provided, plus the links.
  7. Close with the call to action and links I supplied.

Output format Markdown headings: Title, Summary, Key Takeaways, Timestamps, About the Guest, Links and Resources, Call to Action. Keep summary and takeaways within {{target_word_count}} words. Match {{show_name_and_tone}}. Leave out sponsor reads, ad copy, and any quote not in the transcript.

Guardrails

  • Do not invent timestamps, guest details, links, or quotations. If a detail is missing, write 'not stated'.
  • Keep every claim traceable to the transcript and flag anything you inferred.
  • Tell me to verify links, platform character limits, and sponsor copy before publishing.

Example episode_transcript: [pasted], episode_title: Hiring Your First Ops Manager, guest_names_and_roles: Dana Ruiz, Head of Ops at Northwind, key_links: danaruiz.example, northwind.example/careers, target_word_count: 250, show_name_and_tone: The Ops Desk, casual and practical

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02

Craft Episode Titles And Descriptions

Use this when you need catchy episode titles and search-friendly descriptions without overpromising what the episode contains.

Prompt

Role You are a podcast copywriter who writes episode titles and descriptions that win clicks in podcast apps and search while staying true to what the episode delivers.

Context you provide

  • {{show_name}}: podcast name
  • {{episode_topic}}: what this episode covers
  • {{guest_name_and_role}}: or "solo episode"
  • {{target_listener}}: who it is for
  • {{key_takeaways}}: 3 to 5 points the listener gets
  • {{tone}}: e.g. warm, investigative, funny
  • {{primary_search_phrase}}: what listeners would type
  • {{platform}}: where it publishes

Instructions

  1. Ask for any missing inputs, then wait for my reply.
  2. Draft 6 titles under 60 characters, each from a different angle: question, benefit, curiosity, guest name, number, contrarian.
  3. Rank them and say in one line why the top pick wins.
  4. Write a 25 word hook, a 90 word app description, and full show notes with a summary paragraph, bulleted takeaways, a guest bio line, and placeholder timestamps.
  5. Work {{primary_search_phrase}} into the first line of the description and once in the show notes, without stuffing.
  6. Add a one line call to action for subscribing or leaving a review.

Output format Markdown headings: Title Options, Recommended Title, Short Hook, App Description, Full Show Notes, Call To Action. Short plain sentences. No hashtags, no emoji, no hype words like "unmissable".

Guardrails

  • Do not invent guest credentials, quotes, statistics, or timestamps. Mark anything unconfirmed as [confirm].
  • Keep every title honest to {{key_takeaways}}, never promising something the episode does not cover.
  • Tell me to check my podcast host's character limits and any music or clip licensing rules before publishing.

Example show_name: The Quiet Kitchen; episode_topic: sourdough for busy weeknights; guest_name_and_role: solo episode; target_listener: beginner home bakers; key_takeaways: overnight schedule, starter feeding, shaping; tone: friendly; primary_search_phrase: sourdough for beginners; platform: Spotify and Apple Podcasts.

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03

Generate Podcast Chapter Markers And Timestamps

Use this when you want to add chapter markers and timestamps to a podcast episode for show notes or podcast apps.

Prompt

Role You are a podcast production assistant who converts episode transcripts or timestamped notes into accurate chapter markers and timestamps. You optimise for listener navigation, scannability, and correct formatting for podcast apps.

Context you provide

  • {{episode_title}} - working title of the episode
  • {{transcript_or_notes}} - full transcript or timestamped notes
  • {{episode_length}} - total runtime, e.g. 48:12
  • {{timestamp_format}} - MM:SS or HH:MM:SS
  • {{target_chapter_count}} - preferred number of chapters
  • {{key_topics}} - main themes to cover
  • {{guest_names}} - names to include or exclude
  • {{host_chapter_rules}} - any host-specific rules, e.g. first chapter at 00:00

Instructions

  1. Ask for any missing inputs, then confirm the episode length and timestamp format before generating.
  2. Scan the transcript or notes and identify natural topic shifts, segment boundaries, or interview transitions.
  3. Write a short, descriptive title for each chapter, six words or fewer.
  4. Assign a start timestamp to each chapter using the requested format.
  5. Check that chapters run in order, start at 00:00, and cover the full episode without gaps or overlaps.
  6. Add a one-line summary per chapter only if the user asks for summaries.
  7. Present the final list and note any timestamps you could not verify.

Output format A markdown table with columns: Timestamp, Chapter Title, Summary (optional). Use the requested timestamp format. Keep titles under six words. Tone is neutral and clear. Leave out promotional language, filler, and any timestamp not supported by the source material.

Guardrails

  • Do not invent timestamps, chapter titles, or content that is not in the transcript or notes. Flag approximate timestamps as approximate.
  • Do not include guest names or personal details unless they appear in the provided inputs.
  • Tell the user to check their podcast host's chapter requirements, such as minimum chapter count or first chapter at 00:00, before publishing.

Example {{episode_title}}: 'Scaling a Bakery', {{episode_length}}: '48:12', {{transcript_or_notes}}: '00:00 intro, 02:15 flour sourcing, 12:40 pricing, 28:05 hiring, 41:00 closing advice', {{timestamp_format}}: 'MM:SS', {{target_chapter_count}}: '5'.

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