How to Turn a Podcast Into LinkedIn Posts in Your Voice

The short answer: to turn a podcast into LinkedIn posts, take one idea per post from the episode, open with the sentence you actually said, give the story or example behind it, and finish with a takeaway or a question. Make the post useful on its own, and test an episode link in the body or first comment. One 45-minute episode usually holds enough for a post every weekday for two or three weeks.

If you run a B2B podcast, LinkedIn is probably where your buyers are, and your episodes are probably the best raw material you have for it. You have already done the hard part. You sat down for an hour and explained what you think, with examples, to someone asking good questions. A ghostwriter would charge you for an interview like that. You recorded one.

The trouble is the gap between the recording and the feed. Most hosts post "new episode is live" with a link, get a handful of likes, and move on. The ideas never reach the people who would have hired them for it.

01Why episodes make the best LinkedIn material

Three reasons, all practical:

• The thinking is done. The hardest part of posting regularly is having something to say. A conversation forces you to say it, out loud, with examples.
• It sounds like you. Spoken language is more direct than the way most people write. Posts built from what you said tend to read as more human than posts you sat down to "write".
• It is specific. Episodes are full of names, numbers, mistakes and stories. Specifics are what separate a post people read from a post people scroll past.

The job, then, is not to write LinkedIn posts. It is to find the posts that are already in the transcript and shape them for the feed.

02Five post formats that come straight out of an episode

Most good LinkedIn posts from a podcast fall into one of five shapes. Each template below is a starting point, not a script. Replace the brackets with what was actually said. To see the shapes filled in with real quotes from real episodes, there are eight worked LinkedIn post examples from podcast episodes.

1. The line you said

Lead with the strongest sentence from the episode, then explain why it matters. This works best when the line is short and a little surprising.

[The line, word for word.]

[Who said it, and the context, in one sentence.]

[Why it matters: two or three short lines.]

[What the reader could do with it, or a question.]

A real example of the kind of line that works: on Lenny's Podcast, Elena Verna said "Right now I'm spending 95% innovating on growth and only 5% on optimization." That is a post on its own. The host's version might open with the numbers, explain the split in two lines, and ask readers where their own week goes.

2. The story with a lesson

Somewhere in most episodes, someone tells a story with a turn in it: a launch that flopped, a hire that changed everything, a client who left. Stories are the most-read format on LinkedIn because they are easy to follow.

[Set the scene in one line: when, where, what was at stake.]

[What happened. Three or four short lines.]

[The turn: what went wrong or what changed.]

[The lesson, stated plainly.]

[Optional: "We got into this properly on the show. Link in the comments."]

3. The contrarian take

When you or a guest disagreed with common advice, that is a post. Disagreement invites comments, and comments are what carry a post further.

[The common advice, stated fairly.]

[Why you think it is wrong, or wrong for your audience.]

[The evidence: what you have seen, from the episode.]

[What you do instead.]

[A question: "Where do you land on this?"]

Only use this when the disagreement is real and you would defend it in the comments. Manufactured hot takes are easy to spot.

4. The framework

If anyone on the episode laid out steps, a checklist or a set of questions, turn it into a list post. These get saved, which tells LinkedIn the post was worth keeping.

[The problem the framework solves, in one line.]

[The framework, as a short numbered list.]
1.
2.
3.

[Where it came from: "From my conversation with [guest]."]

[The step people usually skip.]

5. The guest spotlight

For interview shows, write posts that make the guest look good and tag them. Guests often reshare, which puts your show in front of their network.

I asked [guest] about [topic].

Their answer surprised me:

[The point, in their words or close to them.]

[One or two lines on why it stuck with you.]

Full conversation is in the comments.

03How to make it sound like you, not like AI

Readers have become very good at spotting generated posts. The giveaways are consistent: an opening like "In today's fast-paced world", words nobody says out loud ("unlock", "elevate", "game-changer"), a neat list of three adjectives, emoji bullets, a wall of hashtags, and a closing line that tells you to "drop your thoughts below".

Four habits keep your posts sounding like you:

1. Build from the transcript, not from a prompt. Every claim in the post should be something that was said. If you add a point that was not in the episode, you are writing a new post, and it deserves the same care as anything else you publish.
2. Keep your own phrases. If you say "the honest answer is" or "here's the thing" on the show, keep them. They are how people recognise you.
3. Match how you already write. Look at three or four posts you wrote yourself and that did well. Do you write short sentences? First person? Plain English? No hashtags, no emoji? Whatever the pattern is, make the new posts follow it.
4. Read it aloud. If you would not say it on the show, cut it.

This is the part PodRescale is built around. It learns your tone from posts you wrote yourself, then writes only from what was said on the episode. It doesn't write for you. It writes from you.

04Hosts and guests can both post from the same episode

An episode is material for everyone who spoke in it:

• As the host, you post as the person who asked the questions: what you learned, what surprised you, what you disagree with.
• As the guest, you post as the expert: your argument, your story, your framework, in the first person.

If you host an interview show, send each guest a few posts written from their own answers. It costs you nothing, it makes you an easy show to say yes to, and it spreads the episode further than your own feed can.

05How often to post, and how long one episode lasts

Consistency beats volume. Posting three to five times a week, every week, will do more for you than ten posts on release day and silence for a month.

One solid episode can fill a post every weekday for two to three weeks. For a weekly show, that means material piles up faster than you can use it, so you get to choose the best ideas rather than stretching thin ones.

On length: a post should carry one idea, with enough context for someone who has never heard of you. We keep LinkedIn drafts under 1,300 characters, which is plenty for one idea and short enough to be read in full. On timing, pick a slot you can keep. Weekday mornings in your audience's time zone are a sensible default. Regularity matters more than the perfect hour.

06A week of LinkedIn posts from one episode

Here is what a week might look like from a single 45-minute interview:

Next week, you draw on the same episode for the ideas you did not use, or on the new one.

07Doing it by hand versus letting it run

By hand, the routine is: read the transcript, highlight the moments, pick a format for each, draft, edit for voice, schedule. For one episode that is a few hours of LinkedIn work alone, on top of the clips, the newsletter and the show notes. The complete repurposing workflow covers the rest of the pack.

If you would rather not spend that time, PodRescale does the whole job. Connect your RSS feed once and each new episode is transcribed with speakers labelled. The LinkedIn agent writes five posts, in the first person, from their own words, alongside the clips, quote cards, threads and newsletter. You review the week's posts in about ten minutes. Nothing is published until you approve it, and you can turn on Autopilot once you trust the output.

Who tends to use it this way:

• Founders and CEOs whose show should be building the company's name. See podcast to LinkedIn for founders.
• Consultants and coaches whose next client is probably already on LinkedIn. See podcast to LinkedIn for consultants.
• Marketing teams posting from an executive's or a company show, where someone has to sign off every post. See podcast repurposing for marketing teams.

To see real output before trying it, the community page has public episodes with every post exactly as it came out.

08Frequently asked questions

Should I post my podcast link on LinkedIn?

Use the post body when reaching the episode is the main next step. A first-comment link is another layout to test, especially when you want the post to stand on its own. Compare qualified clicks and conversations across similar posts; do not assume either placement guarantees more reach.

How many LinkedIn posts can I get from one podcast episode?

Usually five to ten from a 30 to 60 minute episode, more from an interview where both people have plenty to say. The limit is the number of distinct ideas, not the length of the recording.

Is it OK to use AI to write LinkedIn posts from my podcast?

Yes, if the AI is extracting what you said rather than inventing new material in your style. Posts built from your own transcript keep your ideas and your phrasing. Generic generated posts read like everyone else's. Either way, read every post before it goes out under your name.

Will people notice the posts are repurposed?

Only if they read like leftovers. A post that stands on its own, with one clear idea and your own voice, is just a good post. Most of your audience never heard the episode, so to them it is new.

Can someone else run this for me?

Yes. A marketing lead, an assistant or an agency can review and schedule the posts while you approve them, or approve them on your behalf once you trust the process. See the current Solo, Show and Studio plans for team access and episode limits: you can start with one free episode and see the posts first.

For the practical setup, follow how to turn podcast episodes into LinkedIn posts. The walkthrough shows where to connect your account, check the draft and approve its publishing time. To adjust the writing first, see how to make podcast posts sound like you.

For the product steps, follow how to create LinkedIn posts from your podcast. The screenshot walkthrough includes three editable post templates, voice settings, review and publishing.

Written byJames Walker

Founder of PodRescale and a PhD in Data Science. Questions about this post go straight to him.

inFollow on LinkedIn[email protected]