You spent an hour delivering a genuinely good webinar. Then the replay went into a folder and never came out again. That one recording is the densest, most valuable content you’ll make all quarter, and it’s just sitting there.
This prompt helps you repurpose webinar content for coaches the way a content team would: it reads your transcript, pulls the strongest ideas, and slices them into a full month of posts, video scripts, emails, and quote graphics, all from the words you already said. And by the end of this page you’ll understand why it works, so your next repurposing pass is faster and sharper.
When to use this
- You ran a webinar, masterclass, or workshop and have a recording or transcript.
- You want weeks of content without writing from scratch every day.
- You’re launching something and need a consistent drumbeat of posts leading up to it.
- You have a long podcast episode, talk, or training and want to mine it for short content.
- You keep meaning to repurpose but never find the hour to do it manually.
The prompt
Copy this whole block into ChatGPT, Claude, or Gemini:
You are an expert content strategist and repurposing editor for coaches. Your job is to turn ONE recorded webinar into a month of ready-to-publish content across channels, without inventing claims that were not in the source.
Before you build anything, ask me up to 3 clarifying questions if the transcript, audience, or goal is unclear. Otherwise, proceed.
CONTEXT
- My niche: {{NICHE}}
- Who this content is for: {{IDEAL_READER}}
- Webinar title: {{WEBINAR_TITLE}}
- Source material (transcript or detailed outline): {{TRANSCRIPT}}
- The action I want people to take: {{CTA}}
- My tone: {{TONE}}
TASK
First, read the source and pull out the 4-6 strongest core ideas (the moments worth repeating). List them as a short "Key takeaways" section.
Then produce a 4-week repurposing plan built ONLY from those takeaways:
1. FIVE LinkedIn/social posts (each: a 1-2 line hook, 80-150 words, one clear takeaway, soft CTA). Vary the angle: a lesson, a myth I bust, a client-style story, a contrarian take, a step-by-step tip.
2. TWO short-form video/Reel scripts (20-45 seconds each: a hook line, 3-4 spoken beats, an on-screen-text suggestion).
3. ONE email newsletter (subject line + preview text + 150-250 word body) that teaches one takeaway and ends with {{CTA}}.
4. THREE quote graphics (a punchy 1-sentence line each, pulled or tightened from the source).
5. A simple posting calendar mapping every asset to a week (Week 1-4) and a suggested day.
CONSTRAINTS
- Use ONLY ideas, examples, and numbers present in the source. If a stat or claim is not in the transcript, do not invent it; flag any gap as [VERIFY].
- Match my tone. No corporate buzzwords, no 'in today's fast-paced world', no 'game-changer'.
- Keep each asset self-contained so I can publish it without the others.
- No emojis unless my tone is casual.
OUTPUT FORMAT
Use these headers in order: Key takeaways, Week 1, Week 2, Week 3, Week 4, Posting calendar. Label each asset clearly (e.g. 'Post 1 - Myth bust').
How to customize it
Replace the six {{VARIABLES}} before you send it. The most important one is {{TRANSCRIPT}} — the richer your source, the better every asset.
| Variable | What to put | Example |
|---|---|---|
{{NICHE}} |
Your specific coaching niche | career coaching for mid-career women in tech |
{{IDEAL_READER}} |
The person the content is for | women engineers stuck at senior level who want to reach staff or management |
{{WEBINAR_TITLE}} |
The title of the talk | Promotion Without Burnout: The Visibility Playbook |
{{TRANSCRIPT}} |
The full transcript, or a detailed bulleted outline | paste the auto-generated transcript from Zoom or YouTube |
{{CTA}} |
The single action you want | join the waitlist for my Staff Engineer Accelerator cohort |
{{TONE}} |
How you sound | direct, encouraging, no fluff |
Tip: if you don’t have a transcript, grab the auto-captions from Zoom, YouTube, or Otter and paste them in raw. The model doesn’t need it polished.
See it in action (full example)
Here is the exact prompt, filled in for a career coach. This is the whole input, with a short outline standing in for a full transcript:
You are an expert content strategist and repurposing editor for coaches. Your job is to turn ONE recorded webinar into a month of ready-to-publish content across channels, without inventing claims that were not in the source.
Before you build anything, ask me up to 3 clarifying questions if the transcript, audience, or goal is unclear. Otherwise, proceed.
CONTEXT
- My niche: career coaching for mid-career women in tech
- Who this content is for: women engineers stuck at senior level who want to reach staff or management
- Webinar title: Promotion Without Burnout: The Visibility Playbook
- Source material (transcript or detailed outline):
- Most senior engineers think great work speaks for itself. It doesn't. Decision-makers promote people whose impact they can see and name.
- The "brag doc": a running file of wins, metrics, and shipped projects updated weekly, used in promo packets and 1:1s.
- Visibility is not self-promotion; it's making your manager's job of advocating for you easy.
- Client example: an engineer who shipped a migration nobody knew about. We turned it into a 3-slide impact summary; she got staff six months later.
- The 3-line weekly update to your manager: what I shipped, what it moved, what's next.
- Burnout comes from doing more work to get noticed. The fix is documenting existing work, not adding new work.
- The action I want people to take: join the waitlist for my Staff Engineer Accelerator cohort
- My tone: direct, encouraging, no fluff
TASK
First, read the source and pull out the 4-6 strongest core ideas (the moments worth repeating). List them as a short "Key takeaways" section.
Then produce a 4-week repurposing plan built ONLY from those takeaways:
1. FIVE LinkedIn/social posts... [rest of the prompt unchanged]
And here is the complete output the model returns:
Key takeaways 1. Great work does not speak for itself; you get promoted for impact people can see and name. 2. Keep a “brag doc”: a weekly running file of wins, metrics, and shipped projects. 3. Visibility isn’t bragging; it’s making it easy for your manager to advocate for you. 4. A 3-line weekly update (shipped / moved / next) keeps your impact in front of decision-makers. 5. Burnout comes from doing more work to get noticed; the fix is documenting work you already do.
Week 1
Post 1 – Lesson “Great work speaks for itself” is the most expensive lie in tech.
It doesn’t. Your manager has 8 reports and a packed calendar. They can only advocate for the impact they can actually see and name.
That’s not unfair. It’s just how the room works. The engineers who get to staff aren’t always the best coders. They’re the ones whose work is legible to the people deciding.
Make your impact easy to see. That’s the whole job between you and the next level.
Curious where you’re invisible right now? Reply and tell me your last big win nobody mentioned.
Post 2 – Step-by-step tip The single habit that moved my clients to staff faster than anything: the brag doc.
It’s not complicated: – One file. Update it every Friday, 5 minutes. – Log what you shipped, the metric it moved, and a one-line “why it mattered.” – When promo season comes, your packet is already written.
You stop scrambling to remember March in November. The evidence is just there.
Start the file today. Future-you, sitting in the promo conversation, will thank you.
Week 2
Post 3 – Myth bust Myth: making your work visible is self-promotion, and self-promotion is gross.
Reframe: visibility is making your manager’s job easier.
Your manager has to argue for your promotion in a room you’re not in. If you’ve handed them clear wins and numbers, you’ve written their script. If you’ve stayed quiet, you’ve handed them nothing to fight with.
You’re not bragging. You’re arming your advocate.
What’s one win this month your manager couldn’t repeat back to leadership? Start there.
Post 4 – Client-style story One of the engineers I worked with shipped a migration that quietly held the whole platform together. The problem? Nobody knew.
We didn’t add a single new project. We took the work she’d already done and built a 3-slide impact summary: what broke before, what she changed, what it saved.
She shared it in her next 1:1. Six months later: staff engineer.
The work was always there. We just made it visible.
If you’ve got a quiet win like that, it deserves three slides.
Week 3
Post 5 – Contrarian take Hot take: if you’re working more hours to get noticed, you’re doing it backwards.
More work doesn’t fix invisibility. It just burns you out faster while the recognition gap stays exactly the same.
The fix isn’t more output. It’s documenting the output you already have. Same effort. Same projects. The difference is whether the right people can see it.
Stop adding. Start documenting.
If you’re exhausted and still overlooked, the problem probably isn’t your work ethic.
Video Script 1 (20-45s) – The brag doc Hook: “You don’t have a performance problem. You have a memory problem.” Beat 1: Come promo season, you can’t remember what you shipped in spring. Beat 2: So you undersell yourself in the one conversation that matters. Beat 3: Fix it with one file, updated 5 minutes every Friday: what you shipped, what it moved. Beat 4: By review time, your case writes itself. On-screen text: “5 minutes every Friday > scrambling in November”
Week 4
Video Script 2 (20-45s) – Visibility isn’t bragging Hook: “Telling your manager what you did isn’t bragging.” Beat 1: Your manager fights for your promotion in a room you’re not in. Beat 2: If you’ve given them clear wins and numbers, you wrote their argument. Beat 3: If you stayed quiet, they walk in empty-handed. Beat 4: Visibility is just arming your advocate. On-screen text: “You’re not bragging. You’re arming your advocate.”
Email newsletter Subject: The migration nobody knew about Preview text: How one quiet win turned into a staff promotion in six months.
Body: One of the engineers I worked with shipped a migration that held the entire platform together. It was genuinely excellent work.
The problem? Nobody knew it happened.
She wasn’t underperforming. She was invisible. And in tech, invisible work doesn’t get promoted, no matter how good it is.
Here’s what we did. We didn’t add a single new project to her plate (she was already stretched). Instead, we took the work she’d already finished and turned it into a 3-slide impact summary: what was at risk before, what she changed, what it saved the company.
She brought it to her next 1:1. Her manager finally had something concrete to take upstairs. Six months later, she made staff.
The lesson: the path to your next level usually isn’t more work. It’s making your existing work legible to the people who decide.
I’m opening a small cohort built entirely around this. If you want in: join the waitlist for my Staff Engineer Accelerator cohort.
Quote graphics 1. “Great work doesn’t speak for itself. People promote impact they can see and name.” 2. “Visibility isn’t bragging. It’s arming the person who has to fight for you.” 3. “You don’t need more work. You need your existing work to be visible.”
Posting calendar | Week | Day | Asset | |—|—|—| | Week 1 | Mon | Post 1 – Lesson | | Week 1 | Thu | Post 2 – Step-by-step tip | | Week 2 | Mon | Post 3 – Myth bust + Quote graphic 1 | | Week 2 | Thu | Post 4 – Client-style story | | Week 3 | Mon | Post 5 – Contrarian take + Quote graphic 3 | | Week 3 | Wed | Video Script 1 (Reel) | | Week 4 | Mon | Email newsletter + Quote graphic 2 | | Week 4 | Thu | Video Script 2 (Reel) |
Notice there are no [VERIFY] flags here because every line traces back to the outline. The client story, the six-month timeline, the 3-line update, all of it came from the source. That’s the point: the model expanded the format, not the facts.
Why this works
Three LLM principles are doing the heavy lifting. Learn them and every repurposing prompt you write gets better:
- Grounding beats generating. The biggest risk in AI content isn’t bad writing, it’s confident invention: a fake stat, a client result that never happened. The line “Use ONLY ideas present in the source… flag any gap as [VERIFY]” forces the model to stay anchored to your transcript instead of filling holes with plausible fiction. You’re using the model as an editor of your material, not an author of new claims. That single constraint is what makes the output safe to publish under your name.
- Specificity in, specificity out. The model can only repurpose what you give it. A two-line summary yields generic posts; a real transcript with a client story and a concrete number (the six-month promotion) yields specific, believable content. The richness of
{{TRANSCRIPT}}sets the ceiling on the whole month of output. Always feed it the real, messy source. - Structured output you can act on. Asking for named, ordered sections (Key takeaways, Week 1-4, Posting calendar) and labeled assets (‘Post 1 – Myth bust’) turns a wall of text into a publishing plan you can execute without re-reading. And the “ask up to 3 clarifying questions first” line lets the model close gaps by asking instead of guessing, which is the single biggest fix for generic AI output.
Do this now
- Grab the transcript or auto-captions from your last webinar (Zoom, YouTube, and Otter all export them).
- Copy the prompt above into ChatGPT or Claude and paste the transcript into
{{TRANSCRIPT}}. - Fill in your niche, reader, title, CTA, and tone, then send it. Answer any clarifying questions honestly.
- Drop the posting calendar into your scheduler and publish Post 1 this week. The rest is already written.
Pro tips
- Feed it the raw transcript, not a summary. The specific phrases, stories, and numbers you said live are what make the repurposed content sound like you and not like everyone.
- Hunt for the [VERIFY] flags. When the model marks something, it’s telling you it wanted a fact the source didn’t have. Either add the real number or cut the claim, never let it guess.
- Run it twice for variety. Generate one batch, then re-run asking for “5 more posts with new angles I haven’t used.” One webinar can easily fuel two months.
- Save your best hooks. Keep the hook lines that perform in a swipe file; over a few launches you’ll learn which openers your audience stops for.
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