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afrexai-cto

Podcast Growth Engine

作者 afrexai-cto · GitHub ↗ · v1.0.0 · MIT-0
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功能描述
A 12-phase system guiding podcast launch, production, guest management, audience growth, monetization, and repurposing without platform restrictions.
使用说明 (SKILL.md)

Podcast Growth Engine

A complete 12-phase system for launching, producing, and growing a podcast from zero to monetization. Covers strategy, production, guest management, audience growth, monetization, and repurposing — platform-agnostic, zero dependencies.


Quick Health Check

Run /podcast-check on any show to score readiness:

Signal Healthy Warning Critical
Episodes published 10+ 3-9 \x3C3
Release cadence Weekly consistent Biweekly Irregular
Average episode length Matches format Varies >50% No standard
Show notes quality SEO-optimized Basic description Title only
Distribution platforms 5+ directories 2-4 1 only
Social clips per episode 3-5 1-2 0
Guest pipeline 10+ confirmed 3-9 Empty
Download trend Growing Flat Declining

Score: /16. Below 8 = follow this skill end-to-end.


Phase 1: Podcast Strategy & Positioning

Show Brief

show_brief:
  name: ""
  tagline: ""  # 10 words max — elevator pitch
  format: ""   # solo | interview | co-hosted | panel | narrative | hybrid
  niche: ""
  target_listener:
    who: ""          # Specific persona
    pain_points: []  # 3-5 problems you solve
    aspiration: ""   # What they want to become
    listens_when: "" # Commute, gym, cooking, work
  positioning:
    category: ""     # Apple Podcasts category
    subcategory: ""
    competitors: []  # 3-5 shows in your space
    differentiation: "" # Why listen to YOU vs them
  goals:
    primary: ""      # Brand, leads, revenue, community, thought leadership
    metric: ""       # Downloads, leads generated, revenue
    timeline: ""     # 6-month target

Format Decision Matrix

Format Best For Episode Length Prep Time Scalability
Solo Thought leadership, tutorials 15-30 min 2-4 hrs High (no scheduling)
Interview Network building, diverse content 30-60 min 1-2 hrs + scheduling Medium
Co-hosted Chemistry, entertainment 30-60 min 1 hr Medium (coordination)
Panel Industry roundtables 45-75 min 3-5 hrs Low (scheduling nightmare)
Narrative Storytelling, documentary 20-45 min 10-20 hrs Low (production heavy)
Hybrid Variety, audience retention Varies Varies Medium

Format Selection Rules

  1. Starting out? Interview format — built-in content + guest promotes episode
  2. Deep expertise? Solo — fastest to produce, highest authority
  3. Great co-host chemistry? Co-hosted — most fun, best retention
  4. Never start with narrative — production cost kills beginners

Niche Scoring

Score your niche (each 0-3):

Factor Score Notes
Personal expertise /3 Can you talk about this for 200 episodes?
Audience size /3 Enough listeners but not oversaturated
Monetization potential /3 Can you sell to this audience?
Guest availability /3 Enough interesting guests?
Content longevity /3 Evergreen vs trending?
Passion/energy /3 Will you still care in year 2?

Score: /18. Below 12 = reconsider niche.


Phase 2: Pre-Launch Setup

Technical Stack Decision

Component Budget ($0) Mid ($50-200/mo) Premium ($500+/mo)
Microphone Phone + quiet room Audio-Technica ATR2100x ($79) Shure SM7dB ($399)
Recording Riverside.fm free Riverside.fm ($15/mo) Squadcast + pro mic
Editing Descript free tier Descript Pro ($24/mo) Adobe Audition + editor
Hosting Spotify for Podcasters Buzzsprout ($12/mo) Transistor ($19/mo)
Remote guests Riverside.fm Riverside.fm Riverside.fm
Music YouTube Audio Library Epidemic Sound ($15/mo) Custom composition

Hosting Platform Comparison

Platform Free Tier Paid From Analytics Monetization Best For
Spotify for Podcasters Unlimited Free Basic Spotify ads Beginners
Buzzsprout 2 hrs/mo $12/mo Good Affiliate Small shows
Transistor No $19/mo Excellent Multiple shows Professionals
Podbean 5 hrs $9/mo Good Built-in Monetization
Captivate No $19/mo Advanced Growth tools Growth-focused
RSS.com Limited $6/mo Basic Simple Budget

Selection Rules

  1. Just starting? Spotify for Podcasters (free, easy, adequate)
  2. Serious about growth? Transistor or Captivate (analytics matter)
  3. Multiple shows? Transistor (unlimited shows on all plans)
  4. Monetization focus? Podbean or Captivate (built-in tools)

Pre-Launch Checklist

pre_launch:
  branding:
    - [ ] Show name finalized (check trademark + domain availability)
    - [ ] Cover art designed (3000×3000px, readable at 55px)
    - [ ] Color palette defined (consistent across all platforms)
    - [ ] Show description written (SEO keywords + listener benefit)
  technical:
    - [ ] Hosting platform selected and configured
    - [ ] RSS feed validated (use Cast Feed Validator)
    - [ ] Recording setup tested (audio quality check)
    - [ ] Intro/outro produced (15-30 seconds max each)
    - [ ] Music licensed (royalty-free or custom)
  content:
    - [ ] First 3 episodes recorded (launch with batch)
    - [ ] Episode format template created
    - [ ] Show notes template ready
    - [ ] Content calendar for first 8 weeks
  distribution:
    - [ ] Apple Podcasts submitted (allow 1-5 days for review)
    - [ ] Spotify connected
    - [ ] Google Podcasts / YouTube Podcasts connected
    - [ ] Amazon Music / Audible submitted
    - [ ] Podcast Index submitted
    - [ ] iHeartRadio, Stitcher, TuneIn submitted
  launch:
    - [ ] Launch date set (Tuesday or Wednesday optimal)
    - [ ] Launch promo plan (email list, social, ask for reviews)
    - [ ] First 3 episodes scheduled
    - [ ] Trailer episode published (1-2 min teaser)

Cover Art Rules

  1. Readable at 55×55px (how it appears in apps)
  2. Bold, high-contrast colors
  3. Show name prominent — subtitle optional
  4. NO small text, NO busy backgrounds, NO stock photos
  5. Professional design > DIY (invest $50-200 on Fiverr/99designs)
  6. Test: screenshot at phone size — can you read the title?

Phase 3: Episode Production

Episode Planning Template

episode:
  number: 0
  title: ""           # SEO-friendly, curiosity-driven
  type: ""             # solo | interview | special
  topic: ""
  target_listener_problem: ""
  key_takeaways: []    # 3-5 bullet points listener walks away with
  hook: ""             # First 60 seconds — why should they keep listening?
  outline:
    - segment: "Hook"
      duration: "0:00-1:00"
      notes: ""
    - segment: "Context"
      duration: "1:00-5:00"
      notes: ""
    - segment: "Core Content"
      duration: "5:00-25:00"
      notes: ""
    - segment: "Actionable Takeaway"
      duration: "25:00-28:00"
      notes: ""
    - segment: "CTA + Close"
      duration: "28:00-30:00"
      notes: ""
  cta: ""              # What do you want listener to DO?
  show_notes_keywords: []
  resources_mentioned: []

Title Formulas That Work

Formula Example Best For
Number + Outcome "7 Ways to Double Your Revenue" Solo, how-to
How [Person] Did [Thing] "How Sara Blakely Built Spanx from $5K" Interview
The [Counterintuitive] Truth About [Topic] "The Uncomfortable Truth About Passive Income" Thought leadership
[Topic] 101: Everything You Need to Know "SEO 101: Everything You Need to Know in 2026" Educational
Why [Common Belief] Is Wrong "Why Hustle Culture Is Killing Your Business" Contrarian
[Guest Name]: [Their Unique Insight] "Naval Ravikant: How to Get Rich Without Getting Lucky" Big guest

Title Rules

  1. Front-load keywords (Apple Podcasts search)
  2. 60 characters max (truncation on mobile)
  3. NO episode number in title (wastes characters, not SEO-friendly)
  4. Include the BENEFIT to the listener
  5. Write 5 titles, pick the most clickable

Audio Quality Standards

Metric Target Acceptable Fix
Noise floor \x3C-60 dB \x3C-50 dB Noise gate + reduction
Loudness (LUFS) -16 LUFS -14 to -19 Limiter + compressor
Sample rate 44.1 kHz 44.1 kHz Recording settings
Bit depth 16-bit 16-bit Export settings
Format MP3 128kbps mono MP3 96-192kbps Export settings
Room echo None audible Minimal Blankets, closet, foam
Mouth clicks None Rare Hydration + gate

Recording Rules

  1. Record in the quietest room available — closets work
  2. Speak 4-6 inches from the mic
  3. Record a 10-second silence sample for noise profile
  4. Use headphones — always (prevents feedback)
  5. Record locally, not through the platform (higher quality)
  6. Keep raw files for 30 days minimum

Editing Workflow

1. Import raw audio
2. Noise reduction (profile from silence sample)
3. Remove long pauses (>3 seconds → trim to 1 second)
4. Cut filler words (um, uh, like, you know) — but keep some for naturalness
5. Remove tangents that don't serve the listener
6. Level audio (compressor → limiter → target -16 LUFS)
7. Add intro/outro music
8. Add chapter markers (if platform supports)
9. Export: MP3, 128kbps mono, 44.1kHz
10. Listen to final version at 1.5x speed (catches errors faster)

Editing Decision Guide

Issue Remove? Notes
Long "umm" (>1s) Yes Cut to natural pause
Quick "uh" Sometimes Keep some — sounds human
Tangent (>30s off-topic) Yes Unless entertaining
Awkward silence (>3s) Trim to 1s Keep brief pauses for impact
Coughing/sneezing Yes Replace with room tone
Repeated sentence Yes Keep the better take
Cross-talk Depends Keep if energetic; cut if confusing
Guest rambling Trim Cut the weakest 20%

Phase 4: Guest Management

Guest Pipeline

guest_pipeline:
  wishlist:      # Dream guests (reach in 6-12 months)
    - name: ""
      topic: ""
      contact: ""
      mutual_connections: []
  targets:       # Realistic guests (reach now)
    - name: ""
      topic: ""
      contact: ""
      status: "research | outreach | confirmed | scheduled | recorded | published"
      outreach_date: ""
      follow_up_dates: []
  booked:        # Confirmed upcoming
    - name: ""
      record_date: ""
      topic: ""
      prep_status: ""

Guest Outreach Template

Subject: Would you be a great fit for [Show Name]?

Hi [Name],

I host [Show Name], a podcast about [topic] for [audience].
[1 sentence about why THEIR audience would benefit from the exposure].

I'd love to have you on to discuss [specific topic related to their expertise].

Recent guests include [2-3 names they'd recognize].

The recording takes about [time] and we handle all editing and promotion.

Would you be open to a [time] conversation in the next few weeks?

[Your name]
[Show link]

Guest Outreach Rules

  1. Personalize EVERY email — reference their specific work
  2. Make it about THEM, not you (their exposure, their audience reach)
  3. Include social proof (download numbers OR notable past guests)
  4. Make scheduling frictionless (send Calendly link)
  5. Follow up once at 5 days, once at 14 days, then stop
  6. Don't pitch cold on social — warm up first (engage with their content for 2 weeks)

Guest Prep Kit (send 3-5 days before recording)

guest_prep:
  logistics:
    recording_date: ""
    duration: "45 minutes recording → 30 min published"
    platform: "Riverside.fm (link: [URL])"
    tech_requirements: "Chrome browser, headphones, quiet room"
  content:
    topic_focus: ""
    discussion_questions:  # 5-7 questions, NOT a rigid script
      - ""
    audience_context: "Our listeners are [who] who want to [what]"
    tone: "Conversational, practical, story-driven"
  promotion:
    headshot_needed: true
    bio_needed: true      # 2-3 sentences
    social_handles: true
    links_to_promote: true  # Their book, course, website

Interview Question Design

  1. Start easy — warm-up question about their background (2 min)
  2. "What's the biggest mistake you see in [topic]?" — always gets good answers
  3. Ask "why" and "how" — not "what" (deeper answers)
  4. Prepare 10 questions, expect to use 5-7 (let conversation flow)
  5. Always end with: "What's one thing our listeners can do TODAY?"
  6. Never read questions verbatim — use as guide, listen and follow up

Phase 5: Show Notes & SEO

Show Notes Template

# [Episode Title]

[2-3 sentence summary optimized for search — include primary keyword]

## Key Takeaways
- [Takeaway 1]
- [Takeaway 2]
- [Takeaway 3]

## Timestamps
- 00:00 — Introduction
- 02:30 — [Topic 1]
- 12:15 — [Topic 2]
- 22:00 — [Key insight]
- 28:00 — Actionable takeaway

## Resources Mentioned
- [Resource 1](URL)
- [Resource 2](URL)

## About [Guest Name]
[2-3 sentences + links to their work]

## Connect
- [Your website/newsletter signup]
- [Social links]
- Leave a review on [Apple Podcasts link]

Podcast SEO Checklist

Element Optimization Priority
Episode title Primary keyword + benefit P0
Show description Category keywords + listener persona P0
Episode description 150+ words, keyword-rich summary P0
Show notes Timestamped, linked, keyword-rich P1
Transcript Full text (Apple indexes transcripts) P1
Chapter markers Descriptive titles with keywords P1
Cover art alt text Show name + keywords P2
Website/blog post Full episode page with transcript P2
YouTube upload Title, description, tags, chapters P1

SEO Rules

  1. Apple Podcasts search is the #1 discovery engine — optimize for it
  2. Include your primary keyword in the FIRST 10 words of the title
  3. Write episode descriptions as if they're blog posts (150+ words)
  4. Transcripts are FREE SEO — Apple, Google, and Spotify index them
  5. YouTube is the #2 podcast platform — always upload video version
  6. Create a blog post for every episode (website SEO)

Phase 6: Distribution & Growth

Platform Priority

Platform Priority % of Listeners Notes
Apple Podcasts P0 ~35% Reviews matter, search discovery
Spotify P0 ~30% Growing fastest, video support
YouTube P0 ~20% Video + shorts = massive reach
Google Podcasts P1 ~5% Auto from RSS
Amazon/Audible P1 ~5% Growing, easy submission
Others (iHeart, Stitcher, etc.) P2 ~5% Submit and forget

Growth Strategies by Stage

0-100 Downloads/Episode

  1. Tell everyone you know — personal network is launch fuel
  2. Appear on OTHER podcasts as a guest (podcast swaps)
  3. Ask for reviews on Apple Podcasts (5-star reviews boost ranking)
  4. Share clips on social media (Reels, TikTok, LinkedIn, X)
  5. Email list promotion (if you have one)

100-1,000 Downloads/Episode

  1. Podcast guest swaps (appear on 2-3 shows/month)
  2. YouTube clips strategy (3-5 clips per episode)
  3. SEO-optimized show notes on your website
  4. Cross-promotion with complementary podcasts
  5. Submit to podcast newsletters and curators
  6. Consistent release schedule (same day, same time)

1,000-10,000 Downloads/Episode

  1. Paid social ads on best-performing clips
  2. Newsletter cross-promotions
  3. Speaking at industry events
  4. Community building (Discord, Slack, Facebook group)
  5. Seasonal limited series (7-10 episode deep dives)
  6. Collaborate with bigger shows

10,000+ Downloads/Episode

  1. Brand deals and sponsorships
  2. Live events and tours
  3. Premium content (paid feed)
  4. Book or course launch leveraging audience
  5. Media appearances and press
  6. Network building (join or create a podcast network)

Social Clips Strategy

Platform Length Aspect Ratio Format Volume
YouTube Shorts 30-60s 9:16 Vertical, captions 3-5/episode
Instagram Reels 30-60s 9:16 Vertical, captions 2-3/episode
TikTok 30-90s 9:16 Vertical, captions 2-3/episode
X (Twitter) 60-120s 16:9 or 1:1 Horizontal, captions 1-2/episode
LinkedIn 60-180s 16:9 or 1:1 Horizontal, captions 1-2/episode

Clip Selection Rules

  1. Pick the most SURPRISING or COUNTERINTUITIVE moment
  2. The clip must stand alone — no context needed
  3. First 3 seconds must hook ("Most people don't realize...")
  4. Always add captions — 85% of social video is watched muted
  5. Include show name + episode number as text overlay
  6. CTA at end: "Full episode in bio" or "Link in comments"

Phase 7: Audience Engagement

Community Building

community:
  platform: ""  # Discord | Slack | Facebook Group | Circle
  access: ""    # Free | Paid | Patreon tier
  channels:
    - general       # Episode discussion
    - introductions  # New member welcome
    - resources      # Links and tools
    - feedback       # Episode requests
  engagement_rituals:
    - "Weekly discussion thread on latest episode"
    - "Monthly AMA with host"
    - "Guest nomination thread"
    - "Listener spotlight"

Engagement Tactics

Tactic Effort Impact Frequency
Respond to every review Low High Ongoing
Read listener questions on air Low High Every episode
Listener shoutouts Low Medium Weekly
Q&A episodes Medium High Monthly
Live recording sessions Medium High Quarterly
Listener surveys Medium High Quarterly
Community challenges High High Quarterly

Review Generation Strategy

  1. Ask at the END of your best episodes (not every episode)
  2. Make it specific: "Leave a review telling me which episode changed something for you"
  3. Read reviews on air — incentivizes more
  4. Direct link to Apple Podcasts review page in show notes
  5. Target: 50 reviews in first 3 months (helps Apple ranking)

Phase 8: Monetization

Revenue Streams by Audience Size

Stream Min Audience Revenue Range Effort
Affiliate links 100+ downloads $50-500/mo Low
Listener support (Patreon/Buy Me a Coffee) 500+ downloads $100-2,000/mo Low
Sponsorships (host-read) 1,000+ downloads $15-50 CPM Medium
Premium content (paid feed) 1,000+ downloads $500-5,000/mo Medium
Courses/digital products 2,000+ downloads $1,000-20,000/mo High
Consulting/services Any $2,000-50,000/mo Medium
Live events 5,000+ downloads $5,000-50,000/event High
Book deal 10,000+ downloads $10,000-100,000+ Very High

Sponsorship Rate Card

sponsorship:
  cpm_range:  # Cost per thousand downloads
    pre_roll: "$18-25"   # 15-30 seconds, before content
    mid_roll: "$25-50"   # 60 seconds, during content
    post_roll: "$10-15"  # 15-30 seconds, after content
  package_options:
    single_episode: "1x mid-roll"
    starter: "4 episodes (1 month)"
    standard: "12 episodes (3 months) — 10% discount"
    premium: "52 episodes (1 year) — 20% discount"
  value_adds:
    - "Show notes link + logo"
    - "Social media mention (clips)"
    - "Newsletter mention"
    - "Dedicated sponsor segment"
  metrics_to_share:
    - "Average downloads per episode (30-day)"
    - "Audience demographics"
    - "Listener geography"
    - "Engagement rate (completion %)"

Sponsorship Rules

  1. Don't sell ads below 500 downloads/episode — build audience first
  2. Only promote products you'd actually use (trust > revenue)
  3. Host-read ads outperform produced ads 3-5x — always host-read
  4. Start with affiliate deals — prove value, then pitch sponsorship
  5. Package deals > single episode buys (recurring revenue)
  6. Never do more than 2 ad spots per episode (listener tolerance)

Alternative Monetization: Premium Content

Model Platform Price Point Content Type
Bonus episodes Apple Subscriptions $2.99-4.99/mo Extended interviews, Q&A
Ad-free feed Supercast $4.99-9.99/mo Same content, no ads
Community access Patreon/Circle $5-25/mo Discord, live events, early access
Back catalog Glow.fm $4.99/mo Archive access
Course Teachable $47-497 one-time Deep-dive curriculum

Phase 9: Content Repurposing (1→12 Method)

One Episode → 12+ Content Pieces

1 Podcast Episode (30-60 min)
├── 1 YouTube full video
├── 3-5 YouTube Shorts / Reels / TikToks
├── 1 Blog post (show notes + transcript)
├── 1 Newsletter issue
├── 3-5 Social media posts (quotes, insights)
├── 1 LinkedIn article or thread
├── 1 Twitter/X thread (key takeaways)
├── 1 Audiogram (quote card with waveform)
├── 1 Carousel (Instagram/LinkedIn)
└── 1 Email to list

Repurposing Workflow

repurposing:
  day_of_publish:
    - Upload full episode to YouTube with chapters
    - Publish blog post with transcript + show notes
    - Send newsletter with episode summary + key takeaways
    - Post announcement on all social platforms
  day_1_after:
    - Create and post 2 short clips (best moments)
    - Create audiogram with key quote
  day_2_after:
    - Post LinkedIn article or thread
    - Create Instagram/LinkedIn carousel
  day_3_after:
    - Post 2 more short clips (different moments)
    - Twitter/X thread with takeaways
  day_4_after:
    - Community discussion post
    - Share behind-the-scenes content
  ongoing:
    - Repost evergreen clips monthly
    - Compile "best of" episodes quarterly

Repurposing Rules

  1. Every episode gets at MINIMUM: 3 clips + 1 blog post + 1 newsletter
  2. Batch repurposing: do all clips for the week in one session
  3. Evergreen episodes get reshared every 3-6 months
  4. Best clips get boosted with paid ads
  5. Track which clips drive the most new listeners → make more like those

Phase 10: Analytics & Optimization

Key Metrics Dashboard

metrics:
  growth:
    downloads_per_episode_30day: 0    # Primary metric
    total_downloads_monthly: 0
    subscriber_count: 0               # Platform-specific
    new_subscribers_monthly: 0
    download_trend: ""                # Growing | Flat | Declining
  engagement:
    completion_rate: ""               # % who listen to end
    average_listen_duration: ""
    reviews_count: 0
    reviews_rating: 0.0
    social_engagement: 0              # Clip views + shares
  monetization:
    monthly_revenue: 0
    revenue_per_episode: 0
    cpm_achieved: 0
    affiliate_clicks: 0
  content:
    episodes_published: 0
    consistency_streak: 0             # Consecutive on-time releases
    guest_acceptance_rate: ""

Benchmarks by Category

Metric Top 50% Top 25% Top 10% Top 1%
Downloads/episode (30d) 28+ 75+ 250+ 5,000+
Completion rate >50% >65% >75% >85%
Monthly growth >5% >10% >20% >50%
Reviews (Apple) 10+ 50+ 200+ 1,000+

Episode Performance Analysis

When an episode significantly over/underperforms:

Overperformed (2x+ average):

  • What was the title? (Test similar formulas)
  • Who was the guest? (Book similar guests)
  • What was the topic? (Create related episodes)
  • Which clips went viral? (Format more clips this way)

Underperformed (\x3C50% average):

  • Was the title boring or unclear?
  • Wrong topic for audience?
  • Released at unusual time?
  • Poor audio quality?
  • Too long or too short?

Monthly Review Template

monthly_review:
  period: "YYYY-MM"
  episodes_published: 0
  avg_downloads_30day: 0
  best_performing:
    title: ""
    downloads: 0
    why: ""
  worst_performing:
    title: ""
    downloads: 0
    why: ""
  revenue: 0
  new_reviews: 0
  guest_pipeline_health: ""
  social_clip_performance:
    total_views: 0
    best_clip: ""
  learnings: []
  next_month_priorities: []

Phase 11: Podcast Operations

Weekly Production Schedule

Day Task Time
Monday Plan next episode, guest prep 1-2 hrs
Tuesday Record 1-2 hrs
Wednesday Edit + produce 2-3 hrs
Thursday Write show notes, create clips 1-2 hrs
Friday Schedule + upload 30 min
Weekend Promote + engage 30 min

Batch Production (Recommended After Episode 10)

Record 3-4 episodes in one session:

  1. Prep day: Plan all episodes, confirm guests
  2. Record day: Back-to-back recordings (15 min breaks between)
  3. Edit week: Edit all episodes in batch
  4. Schedule: Queue 3-4 weeks of content

Benefits: Consistent quality, buffer for emergencies, more efficient use of creative energy.

Burnout Prevention

  1. Build a 4-episode buffer before you need it
  2. Repurpose your best episodes as "encore" episodes when needed
  3. Do seasonal series (10 episodes → break → 10 episodes)
  4. Co-host episodes when your energy is low
  5. If you hate editing, outsource it (Fiverr: $20-50/episode)
  6. Quality > quantity — biweekly is better than forced weekly

SOPs to Create

SOP Purpose When
Guest booking Standard outreach + prep Before launch
Recording checklist Equipment + settings Before launch
Editing workflow Step-by-step production After episode 3
Publishing checklist Upload + distribution After episode 3
Clip creation Social media assets After episode 5
Sponsor management Invoicing + tracking When monetized

Phase 12: Advanced Strategies

Podcast Network Effects

  1. Guest referral chain: Every guest introduces you to 2 more potential guests
  2. Podcast swap network: Build a group of 5-10 shows for cross-promotion
  3. Listener-generated content: Top listeners become guests → bring their network
  4. Affiliate partnerships: Guests promote products → you earn affiliate → guests return

Video Podcast Strategy (YouTube)

Element Specification
Camera 1080p minimum, 4K preferred
Framing Chest up, rule of thirds
Lighting Ring light or 2-point setup, no backlighting
Background Clean, branded, or virtual (consistent)
Thumbnails Face + emotion + 3-5 words (different from audio cover)
Chapters YouTube chapters in description (00:00 format)
Cards/End screens Drive to other episodes + subscribe

YouTube Podcast Rules

  1. Audio-only shows lose to video on YouTube — add video
  2. Thumbnail is 50% of YouTube success — invest time
  3. First 30 seconds must hook the VIEWER (different from audio listener)
  4. Upload full episode AND clips (separate uploads, not just trimmed)
  5. YouTube titles can differ from podcast titles (optimize for YouTube search)

International Expansion

  1. If your topic has global appeal, consider subtitling clips
  2. Translate show notes for SEO in other languages
  3. Partner with hosts in other markets for cross-language episodes
  4. Consider separate feeds for different languages (when audience justifies)

Podcast-to-Product Pipeline

Free Podcast → Email List → Lead Magnet → 
    ├── Low-ticket ($47-97): Templates, guides, courses
    ├── Mid-ticket ($297-997): Workshops, cohorts
    └── High-ticket ($2,000+): Consulting, coaching, services

Rules:

  1. Podcast builds trust → converts to email → email converts to sale
  2. Mention your product naturally, not as an ad read
  3. Create episodes that solve 80% of the problem; your product solves 100%
  4. Guest episodes → joint ventures (guest promotes your product to their audience)

Quality Scoring (0-100)

Dimension Weight Score Range
Audio quality 15% 0-15
Content value (listener takeaway) 25% 0-25
Production consistency 15% 0-15
SEO & discoverability 10% 0-10
Audience engagement 15% 0-15
Growth trajectory 10% 0-10
Monetization readiness 10% 0-10
  • 90-100: Top-tier show, ready for major sponsors and network deals
  • 70-89: Strong show, focus on growth and monetization
  • 50-69: Solid foundation, optimize production and SEO
  • 30-49: Needs work — focus on audio quality and consistency
  • Below 30: Relaunch recommended

10 Podcast Killers

Mistake Why It Kills Fix
Inconsistent release schedule Algorithms punish gaps, listeners forget Batch record, build buffer
Poor audio quality Listeners leave in first 30 seconds Invest $79 in a proper mic
No hook in first 60 seconds 30% of listeners drop in minute 1 Script your opening hook
Episodes too long Completion rate tanks above 60 min Match length to format
No social promotion Podcast apps have terrible discovery 3-5 clips per episode minimum
Ignoring SEO 25% of podcast discovery is search Optimize titles + descriptions
No CTA Listeners don't know what to do next One clear CTA per episode
Guest-dependent content Guest cancels = no episode Mix solo and interview
Not reading analytics Can't improve what you don't measure Monthly review ritual
Quitting before episode 20 Most shows die before they find their voice Commit to 25 episodes minimum

Edge Cases

Solo Show Burnout

  • Batch record when energy is high (3-4 episodes)
  • Repurpose best-of compilations
  • Invite occasional guests for variety
  • Try "answering listener questions" format (low prep)

Guest No-Shows

  • Always have a solo episode ready as backup
  • Confirm 48 hours AND 2 hours before recording
  • Build relationships first — no-shows are rare with warm guests
  • Keep a "hot standby" guest who can record with 24h notice

Going Viral

  • Be ready for server load (hosting platform capacity)
  • Have a clear funnel (podcast → email list → product)
  • Record a "welcome new listeners" intro for next 2-3 episodes
  • Capitalize: reach out to press, book more high-profile guests

Negative Reviews

  • Respond graciously if the platform allows
  • Don't argue — thank them for feedback
  • Legitimate criticism = improve; trolling = ignore
  • 1-star reviews barely affect rankings if you have volume

Podfade Prevention (The #1 Podcast Killer)

  • 80% of podcasts die before episode 10
  • Season format reduces pressure (commit to 10, then decide)
  • Public accountability (announce schedule to audience)
  • Track your "why" — return to it when motivation drops
  • Find a podcast buddy or mastermind for accountability

Natural Language Commands

/podcast-check       → Run quick health check
/podcast-plan        → Create episode plan from topic
/podcast-title       → Generate 5 title options for a topic
/podcast-guest       → Create guest outreach email
/podcast-notes       → Generate show notes template
/podcast-clips       → Identify clip-worthy moments from transcript
/podcast-seo         → Audit episode for search optimization
/podcast-review      → Monthly performance review
/podcast-monetize    → Assess monetization readiness
/podcast-repurpose   → Generate repurposing checklist for an episode
/podcast-launch      → Full pre-launch checklist
/podcast-grow        → Stage-appropriate growth recommendations
安全使用建议
This skill is essentially a large, offline playbook and appears coherent with its stated purpose. Before installing, consider: 1) there is no code or automation here — it provides templates and instructions, so automated integrations (posting to platforms, analytics collection) are not included unless your agent is configured to perform them; review any agent prompts that would cause the agent to actually post or share your show's data. 2) The README links to paid 'context packs' — be aware of external commercial links but these are not technically dangerous by themselves. 3) If you plan to feed real podcast analytics or guest contact lists into the agent, treat that data as sensitive: the skill does not require creds but your agent might send data to external services depending on your agent configuration. 4) If you want additional confidence, scan the complete SKILL.md for any instructions that call external URLs, require OAuth tokens, or ask the agent to send messages/emails on your behalf; those would warrant a closer look. Overall the package is coherent and low-risk in isolation.
功能分析
Type: OpenClaw Skill Name: afrexai-podcast-engine Version: 1.0.0 The skill bundle is a comprehensive informational framework and template system designed to guide an AI agent in assisting users with podcast production and growth. It contains no executable code, shell commands, or requests for sensitive system information (such as environment variables or credentials). The instructions in SKILL.md and README.md are strictly aligned with the stated purpose of podcast management and do not exhibit any signs of prompt injection, data exfiltration, or malicious intent.
能力评估
Purpose & Capability
Name/description (a 12-phase podcast growth system) align with the provided SKILL.md and README content. All guidance, templates, and checklists are consistent with a podcast consultancy/automation helper; nothing in the metadata or files asks for unrelated capabilities (no cloud keys, no platform credentials).
Instruction Scope
The SKILL.md appears to be a detailed operational playbook (health checks, templates, outreach copy, distribution checklist). The visible instructions don't direct the agent to read private system files, access hidden endpoints, or exfiltrate data. Commands shown (e.g., /podcast-check, /podcast-plan, /podcast-guest) are skill UX primitives, not references to external secrets or unexpected system resources.
Install Mechanism
No install spec and no code files — this is instruction-only, so nothing is downloaded or written to disk. That minimizes installation risk.
Credentials
The skill declares no required environment variables, no primary credential, and no config paths. This is proportionate to a guidance/playbook skill that produces templates and procedural advice.
Persistence & Privilege
always is false and model invocation is enabled (the platform default). The skill does not request permanent presence or system-wide config changes in the provided files.
如何使用
  1. 确保已安装 OpenClaw(本地或 Docker 部署)
  2. 在对话框中输入安装命令:/install afrexai-podcast-engine
  3. 安装完成后,直接呼叫该 Skill 的名称或使用 /afrexai-podcast-engine 触发
  4. 根据 Skill 的参数说明提供必要输入,即可获得结构化输出
版本历史
v1.0.0
Podcast Growth Engine v1.0.0 - Launches a comprehensive, end-to-end 12-phase system for starting, producing, and growing a podcast from zero to monetization. - Includes health check scoring, strategic decision frameworks, and actionable checklists for every podcasting stage. - Platform-agnostic advice with zero code dependencies—usable by any creator, beginner or pro. - Covers key topics: strategy, format selection, tech stack, launch prep, production workflow, content repurposing, guest management, marketing, and growth. - Built-in tools and scoring rubrics to evaluate show readiness and niche potential.
元数据
Slug afrexai-podcast-engine
版本 1.0.0
许可证 MIT-0
累计安装 0
当前安装数 0
历史版本数 1
常见问题

Podcast Growth Engine 是什么?

A 12-phase system guiding podcast launch, production, guest management, audience growth, monetization, and repurposing without platform restrictions. 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件,目前累计下载 128 次。

如何安装 Podcast Growth Engine?

在 OpenClaw 或 Claude Code 对话框中运行命令「/install afrexai-podcast-engine」即可一键安装,无需额外配置。

Podcast Growth Engine 是免费的吗?

是的,Podcast Growth Engine 完全免费,采用 MIT-0 许可证,可自由下载、安装和使用。

Podcast Growth Engine 支持哪些平台?

Podcast Growth Engine 跨平台运行,可在任意部署了 OpenClaw / Claude Code 的环境中使用(cross-platform)。

谁开发了 Podcast Growth Engine?

由 afrexai-cto(@afrexai-cto)开发并维护,当前版本 v1.0.0。

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