How to turn one podcast episode into 10 LinkedIn posts (step-by-step workflow)

You spent an hour on a podcast. You told the story of the pivot, the pricing change, the hire that went wrong, the number you are proudest of. Then the episode went live, you posted one link with "Had a great time chatting with…", and that was that. That hour contains at least ten posts, the best material you will produce all month, because you said it out loud, unrehearsed, with a real person asking follow-ups. Here is how to get it out.

The same workflow applies to any recorded conversation: conference talks, webinars, customer interviews, internal all-hands, YouTube appearances.

Why podcast material makes the best posts

Written posts start from a blank page and tend toward the tidy and the generic. Spoken material starts from a question and tends toward the specific: the host asked "what broke at $9?" and you answered with the actual story. Podcast transcripts are full of the three things LinkedIn posts usually lack, numbers, scenes and opinions stated plainly, because you were not performing for the feed when you said them.

Step 1: Get the transcript

Do not work from memory. You will keep the polished version of each story and lose the specifics that make it credible. Get the text:

• Most podcast hosts publish a transcript or will send one on request.
• Otherwise a transcription tool turns a 50-minute episode into text in a few minutes.
• For YouTube, the auto-captions are rough but usable for extraction.

Read the transcript once, quickly, with a single job: mark every moment where you said something specific, a number, a decision, a date, a mistake, a rule you follow, a sentence the host reacted to.

Step 2: Extract angles, not topics

A topic is "pricing". An angle is "we raised prices 2.6×, lost 30% of signups and doubled revenue, and the scary part was the email, not the numbers". Topics produce generic posts; angles produce specific ones.

Go through your marks and write each angle as one sentence, using this template:

• What happened: the concrete event or decision.
• The number or detail: the thing only you know.
• The tension: why it was not obvious, what it cost, what you feared.

From a typical 50-minute episode you should find 8 to 15 angles. If you find three, you were too polite on the podcast; next time, tell the story with the number in it.

Step 3: Map angles to post types

One angle usually supports more than one post. Six types cover almost everything:

• The story. What happened, in order, with the turning point in the middle and the outcome at the end. Best for the angles with a scene.
• The lesson. The story compressed into a rule, with the evidence in two lines. Best when the takeaway is sharper than the narrative.
• The contrarian take. The opinion you defended on air, stated as a claim, backed with the specific. Best for the moments the host pushed back.
• The number. One figure, its context, what it changed. Short, dense, highly shareable.
• The checklist. The steps you described, cleaned up into a list a reader can save.
• The quote. The line the host reacted to ("wait, say that again"), expanded into a post.

Eight angles times "one angle, one or two types" is how ten posts come out of one episode without repeating yourself.

Step 4: Write in your speaking voice

You already said it well once. Keep the rhythm of speech: short sentences, the words you actually use, the aside that made the host laugh. Posts rewritten into "LinkedIn voice", the polished, vaguely inspirational register, lose exactly what made the conversation good.

Practical rules:

• Start from the transcript sentence, not from a summary of it.
• Cut the filler ("you know", "kind of") but keep the phrasing.
• One idea per line, white space between beats; read it on your phone.
• Lead with the most surprising line. If you need help choosing, use these hook formulas.

Step 5: Schedule, don't dump

Ten posts in a week from the same episode feels like a campaign; ten posts across three weeks feels like a person with a lot to say. Spread them:

• Lead with the strongest number or story in week one, on a Tuesday or Wednesday morning.
• Alternate types: a story, then a checklist, then a contrarian take, so the feed does not look templated.
• Save the episode link for a post that references it naturally ("I went deeper on this with [host]…"), and put the link in the first comment rather than the body.
• Leave gaps for reactive posts so the month is not fully pre-committed.

A worked example

From one 52-minute founder podcast (the one where I talked about building MailTracker), the extraction produced these angles, among others:

• Raising MailTracker's price from $9 to $24, losing about 30% of signups, doubling revenue.
• A server bill running at roughly €8K a month against €10K MRR, and why that was acceptable for a while.
• Hiring the first developer and the mistake that cost a quarter.
• The rule I use to decide whether a feature request is real: "would they churn without it?"

Those four angles became nine posts: two stories (pricing, first hire), two numbers (the price change, the server bill), two lessons, one contrarian take ("popularity is a terrible buying signal"), one checklist (how I triage feature requests), and one quote post from a line the host repeated back to me. Nine posts, two weeks, no blank page.

Doing this automatically

This workflow is the core of ShipMyPosts. You paste the episode link; it is transcribed and analysed, the angles are extracted with their numbers and quotes, and a short interview asks only for what the episode did not say, the detail behind a figure, the opinion you hinted at. The result is a month of posts in your voice on a calendar, including the ten that were hiding in that podcast. If you would rather do it by hand, the five steps above take about ninety minutes per episode; the first time is slower, the third time is fast.

The extraction template

If you want to run this on paper, here is the exact template we use for each angle. One card per angle; fill every line or discard the angle.

• Timestamp: where in the transcript it happens (so you can go back for the wording).
• What happened: one sentence, past tense, concrete.
• The specific: the number, the name, the date, the quote, the thing only you know.
• The tension: why it was not obvious, what it cost, what you feared, who disagreed.
• The takeaway: one sentence, if there is one. (Stories do not always need one.)
• Post types this supports: story / lesson / contrarian / number / checklist / quote.
• Hook draft: two lines, written now while the wording is fresh.

Twenty minutes with the transcript and this template produces the whole month's raw material. The cards are also reusable: an angle from March is still a post in September, told from a little further away.

Beyond LinkedIn

The same extraction feeds every other channel with almost no extra work. The three best stories become a newsletter issue. The checklist becomes a carousel and then a one-page PDF. The contrarian take becomes the opening of your next talk. The quotes become the pull-quotes on the episode page. Extract once, publish everywhere, and the podcast stops being a one-day link post and becomes a month of material.

Common mistakes

• Summarising instead of extracting. A summary of the episode is one weak post. Ten specifics are ten strong ones.
• Keeping the polished version. The story you tell at dinner is smoother than the one on the transcript, and less credible. Use the transcript's details.
• Publishing all ten in a week. It reads as a campaign. Spread them over three weeks and alternate types.
• Leading with the link. "New episode out!" earns nothing. Lead with the story; mention the episode in a comment.
• Rewriting into LinkedIn voice. The spoken phrasing is the asset. Cut the filler, keep the rhythm.

You already said it. The work is not writing, it is going back to get it.