ai-podcast-creation

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AI podcast production guide covering scripting, voice synthesis, multi-speaker dialogue, and distribution.

madeinlowcode By madeinlowcode schedule Updated 3/27/2026

name: ai-podcast-creation description: AI podcast production guide covering scripting, voice synthesis, multi-speaker dialogue, and distribution.

AI Podcast Creation

What AI Can and Cannot Do

AI handles well:

  • Script generation from outlines, briefs, or source material
  • Consistent voice synthesis (single or multiple speakers)
  • Show notes, episode summaries, and chapter markers
  • Transcript cleanup and formatting
  • Intro/outro copy and audio branding scripts

AI cannot replace:

  • Genuine spontaneous conversation between real people
  • Authentic emotion, laughter, and unpredictable chemistry
  • Expert credibility from real lived experience
  • Live interviews and dynamic Q&A

Use AI to produce what humans would take 5x longer to do, not to simulate what humans do best.


Episode Types and Their AI Suitability

Episode Format AI Suitability Notes
Solo explainer / educational Excellent Full script → voice synthesis works well
Scripted dialogue (2 hosts) Good Multi-speaker synthesis; needs natural break cadence
Interview simulation Moderate Requires careful scripting of "guest" lines
News roundup / briefing Excellent Pull from sources, summarize, synthesize voice
Narrative / documentary Good Strong for scripted storytelling
Live interview (real guest) Not applicable AI assists with prep, show notes, editing only

Script Generation Framework

Episode Brief (Input for AI)

Before generating any script, define:

Topic: [Specific, not broad]
Audience: [Who is listening, what do they already know]
Episode goal: [Educate / entertain / persuade / update]
Format: [Solo / dialogue / narrative]
Duration target: [5 / 10 / 20 / 45 minutes]
Tone: [Casual / authoritative / storytelling / conversational]
Key points to cover: [3–5 bullet points]
Point of view: [Are we neutral, opinionated, or analytical?]
Call to action: [What should listeners do after?]

AI Prompt for Full Episode Script

Write a [X-minute] podcast script on [topic].

Format: [Solo host / Two hosts named A and B / Narrator-led]
Audience: [Describe]
Tone: [Casual and conversational / Educational and authoritative]

Structure:
1. Cold open (30 seconds): Start mid-thought or with a provocative question
2. Intro (60 seconds): Host intro, episode preview, what listener will get
3. Main content ([X minutes]): Cover these points: [list]
4. Transition bumpers between sections: "Let's talk about..." / "Now here's where it gets interesting..."
5. Outro (60 seconds): Summary, CTA, sign-off

Write in spoken language — contractions, short sentences, natural pauses.
Mark pauses as [PAUSE], emphasis as [EMPHASIS], and section breaks as [MUSIC STING].

Writing for Spoken Audio

Scripts read differently from written text. Follow these rules:

Sentence length: Spoken sentences should be under 20 words. Long sentences cause voice synthesis to lose natural rhythm.

Avoid: Semicolons, em dashes inside sentences, parenthetical asides — these confuse TTS models.

Use instead:

Written: "The results—which surprised even the researchers—showed a 40% improvement."
Spoken: "The results showed a 40% improvement. The researchers were genuinely surprised."

Numbers: Write out numbers in words when they appear mid-sentence.

Avoid: "3 out of 4 founders fail in year 1"
Use: "Three out of four founders fail in their first year"

Technical terms: Spell phonetically in brackets if the TTS model mispronounces:

"The company Xiaomi [shao-mee] announced..."

Multi-Speaker Dialogue Design

For two-host formats, write with distinct voice personalities:

Host A: [Analytical, asks clarifying questions, more formal]
Host B: [Conversational, uses analogies, brings it back to the audience]

Dialogue pacing rules:

  • Alternate speaking turns every 2–4 sentences (not longer monologues)
  • Include natural reactions: "Right, exactly." / "That's a good point." / "Interesting."
  • Write disagreement: authentic podcasts have moments of different perspectives
  • Avoid identical sentence structure between hosts

Sample multi-speaker template:

[HOST A]: The report showed that [X]. What's surprising is [Y].

[HOST B]: Yeah, and if you think about it from [audience perspective], that means [implication].

[HOST A]: Exactly. So the question becomes: [question that leads to next point].

[HOST B]: And I think the answer depends on [nuance]. Let me explain what I mean...

Voice Synthesis Tools

Tool Strengths Best For
ElevenLabs High realism, emotion control, voice cloning Single host, short clips, premium quality
Murf Multiple voices, good for dialogue, team use Multi-speaker, budget-friendly
PlayHT Voice cloning, API access, multilingual Developers building pipelines
Speechify Fast generation, mobile-friendly Quick drafts, newsletter-to-audio
Suno / Udio Music generation for intro/outro Background music, jingles
NotebookLM (Google) Automatic dialogue from documents Quick research podcasts

Voice Selection Tips

  • Avoid choosing the most common default voices — your podcast sounds like everyone else's
  • Match voice gender and age to your brand persona
  • Test with a 30-second sample before committing to a full episode
  • Use "stability" and "clarity" controls (ElevenLabs) to reduce over-emoting on expository content

Intro and Outro Scripts

Intro Template (30–45 seconds)

[MUSIC STING IN]
Welcome to [Podcast Name] — [one-line show description].
I'm [host name/persona].

Today: [3 things the listener will take away, stated as outcomes].

Let's get into it.
[MUSIC FADE]

Outro Template (45–60 seconds)

[MUSIC STING IN]
That's a wrap on today's episode.

The big takeaway: [1-sentence summary of core message].

If this was useful, [subscribe / share / leave a review / follow us].

Next time: [tease next episode topic in 1 sentence].

See you then.
[MUSIC FADE OUT]

Show Notes Generation

Show notes serve SEO and listener convenience. Generate with this prompt:

Write show notes for a podcast episode titled "[title]" about [topic].

Include:
1. Episode summary (3–5 sentences, written for search engines)
2. Key timestamps (format: 00:00 — Topic name)
3. Top 5 takeaways (bullet points)
4. Resources mentioned: [list any if applicable]
5. Guest bio: [if applicable]
6. CTA: subscribe / follow / newsletter / community link

Target length: 300–500 words. Optimize for the keyword: [main topic keyword].

Distribution Checklist

Audio file:

  • MP3, 128kbps minimum (192kbps for music-heavy shows)
  • Normalized to -16 LUFS (podcast standard loudness)
  • Intro and outro trimmed cleanly
  • ID3 tags filled: title, artist, album, episode number, cover art

Publishing platforms:

  • RSS feed via hosting platform (Buzzsprout, Anchor, Transistor, Podbean)
  • Submitted to: Spotify, Apple Podcasts, Google Podcasts, Amazon Music
  • Episode title uses searchable keywords (not just episode number)

Supporting content:

  • Show notes published to hosting platform and/or website
  • Transcript available (accessibility + SEO)
  • Audiogram clip (30–60 second video of key quote) for social media
  • Episode announced on newsletter and social channels
Install via CLI
npx skills add https://github.com/madeinlowcode/pocket-knife --skill ai-podcast-creation
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