AI podcast production guide covering scripting, voice synthesis, multi-speaker dialogue, and distribution.
AI handles well:
AI cannot replace:
Use AI to produce what humans would take 5x longer to do, not to simulate what humans do best.
| 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 |
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?]
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].
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..."
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:
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...
| 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 |
[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]
[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 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].
Audio file:
Publishing platforms:
Supporting content: