AI Podcast Clip Generator

Short-form video drives discovery for podcasts, and creators know they need clips. Transcription is accurate and cheap, and FFmpeg-based rendering is mature. Differentiating on a niche and on caption styling quality is realistic.

Independent podcasters and small podcast networks who publish weekly but lack a video editor. Business and interview shows are strong early fits.

• $Monthly subscription by minutes
• $Done-for-you clip packages
• $Agency plan

1. 1

   Build the ingest flow

   Accept audio or video upload and RSS or YouTube links, then transcribe with Whisper, Deepgram, or AssemblyAI.

2. 2

   Rank highlight moments

   Prompt a model to select twenty to sixty second segments with a hook, a complete thought, and an ending, and return timestamps.

3. 3

   Render captioned clips

   Use FFmpeg to crop to vertical, burn in animated captions, and add a waveform or speaker image.

4. 4

   Add a quick editor

   Let users trim, change caption styles, and swap clips before export.

5. 5

   Price by episode minutes

   Offer one free episode, then tiers based on monthly audio minutes to control compute cost.

6. 6

   Seed with podcasters

   Make free clips for ten small shows, post them publicly with permission, and ask for referrals.

• Podcaster communities
• Outbound with sample clips
• YouTube tutorials on repurposing
• Podcast network partnerships

Ways to niche down

• Faith and sermon podcasts
• Real estate and finance interview shows
• Audio-only shows needing visual treatments

• FFmpeg
• Deepgram
• OpenAI API
• Remotion
• Cloudflare R2

Paste these into ChatGPT, Claude or an AI agent. Each one is pre-filled with this idea’s numbers — just replace the [BRACKETS] with your city, budget and skills.

• Cofounder agent kickoffAgentHand the whole launch to an AI agent (Claude, ChatGPT agent mode, Manus…) and get a researched plan + files back.+

  Copy prompt

  You are my AI cofounder. We are starting this business together:
  
  Business idea: AI Podcast Clip Generator — Turn long episodes into captioned short clips ready for social feeds.
  Summary: An AI podcast clip generator finds the strongest moments in a long episode and exports captioned vertical clips for social platforms. Podcasters pay monthly because editing clips by hand takes hours per episode. Transcription and language models can rank highlights and caption them automatically.
  Typical startup cost: $300–$2.5k. Typical revenue after ~12 months: $800–$9k/mo. Time to first revenue: 4–8 weeks.
  Target customers: Independent podcasters and small podcast networks who publish weekly but lack a video editor. Business and interview shows are strong early fits.
  Revenue models: Monthly subscription by minutes; Done-for-you clip packages; Agency plan.
  Common channels: Podcaster communities; Outbound with sample clips; YouTube tutorials on repurposing; Podcast network partnerships.
  
  About me (edit this): I live in [CITY, COUNTRY]. My budget is [BUDGET]. I can spend [HOURS] hours per week. My relevant skills/experience: [SKILLS].
  
  Work autonomously and use web search. Deliver, as separate files or clearly separated sections:
  1. A demand check: 10 real signals that people in my area/market pay for this today (links to competitors, reviews, job posts, forum threads).
  2. The 5 strongest local/online competitors with pricing, positioning and one weakness each.
  3. My offer: a specific niche, 3 packages with prices, and why a customer picks me.
  4. A one-page business plan with a startup budget table under my budget.
  5. A 30-day launch checklist, day by day, with the first paying customer as the goal by day 14.
  6. Copy for a one-page website and 3 outreach messages.
  Ask me at most 3 clarifying questions first, then go. Flag anything that needs a license, permit or insurance where I live.

• Validate demand in 7 daysA skeptical test plan that tries to kill the idea before you spend money.+

  Copy prompt

  Act as a skeptical startup advisor who has seen hundreds of small businesses fail.
  
  Business idea: AI Podcast Clip Generator — Turn long episodes into captioned short clips ready for social feeds.
  Summary: An AI podcast clip generator finds the strongest moments in a long episode and exports captioned vertical clips for social platforms. Podcasters pay monthly because editing clips by hand takes hours per episode. Transcription and language models can rank highlights and caption them automatically.
  Typical startup cost: $300–$2.5k. Typical revenue after ~12 months: $800–$9k/mo. Time to first revenue: 4–8 weeks.
  Target customers: Independent podcasters and small podcast networks who publish weekly but lack a video editor. Business and interview shows are strong early fits.
  Revenue models: Monthly subscription by minutes; Done-for-you clip packages; Agency plan.
  Common channels: Podcaster communities; Outbound with sample clips; YouTube tutorials on repurposing; Podcast network partnerships.
  
  About me (edit this): I live in [CITY, COUNTRY]. My budget is [BUDGET]. I can spend [HOURS] hours per week. My relevant skills/experience: [SKILLS].
  
  1. List the 5 riskiest assumptions behind this idea for someone like me, ranked by how likely they are to be wrong.
  2. For each, design a test I can run in 7 days for under $100, with a clear pass/fail threshold.
  3. Write the exact message I should send to 20 potential customers to test willingness to pay (not just interest).
  4. Tell me what result would make you say "don't do this".

• Pick a niche & ideal customerNarrow the idea into a niche you can own and describe your ideal customer precisely.+

  Copy prompt

  Business idea: AI Podcast Clip Generator — Turn long episodes into captioned short clips ready for social feeds.
  Summary: An AI podcast clip generator finds the strongest moments in a long episode and exports captioned vertical clips for social platforms. Podcasters pay monthly because editing clips by hand takes hours per episode. Transcription and language models can rank highlights and caption them automatically.
  Typical startup cost: $300–$2.5k. Typical revenue after ~12 months: $800–$9k/mo. Time to first revenue: 4–8 weeks.
  Target customers: Independent podcasters and small podcast networks who publish weekly but lack a video editor. Business and interview shows are strong early fits.
  Revenue models: Monthly subscription by minutes; Done-for-you clip packages; Agency plan.
  Common channels: Podcaster communities; Outbound with sample clips; YouTube tutorials on repurposing; Podcast network partnerships.
  
  About me (edit this): I live in [CITY, COUNTRY]. My budget is [BUDGET]. I can spend [HOURS] hours per week. My relevant skills/experience: [SKILLS].
  
  Suggest 7 ways to niche down this business (by customer type, problem, location, price point or delivery model). For each: who exactly the customer is, what they currently do instead, how much they likely pay, and how easy they are to reach. Then recommend the single best niche for me and write an ideal-customer profile (job/life situation, trigger moment, objections, where they hang out online and offline).

• Competitor researchAgentMap who you’re up against and where the gap is.+

  Copy prompt

  Use web search. Business idea: AI Podcast Clip Generator — Turn long episodes into captioned short clips ready for social feeds.
  Summary: An AI podcast clip generator finds the strongest moments in a long episode and exports captioned vertical clips for social platforms. Podcasters pay monthly because editing clips by hand takes hours per episode. Transcription and language models can rank highlights and caption them automatically.
  Typical startup cost: $300–$2.5k. Typical revenue after ~12 months: $800–$9k/mo. Time to first revenue: 4–8 weeks.
  Target customers: Independent podcasters and small podcast networks who publish weekly but lack a video editor. Business and interview shows are strong early fits.
  Revenue models: Monthly subscription by minutes; Done-for-you clip packages; Agency plan.
  Common channels: Podcaster communities; Outbound with sample clips; YouTube tutorials on repurposing; Podcast network partnerships.
  
  About me (edit this): I live in [CITY, COUNTRY]. My budget is [BUDGET]. I can spend [HOURS] hours per week. My relevant skills/experience: [SKILLS].
  
  Find 10 businesses offering this in or near [CITY] (or online, if it’s an online business). Build a table: name, website, offer, price, reviews/rating, positioning, weakness from customer reviews. Then summarize the 3 biggest gaps a new entrant could exploit and how I should position against the market leader.

• Offer & pricingPackages and prices you can put on a website today.+

  Copy prompt

  Business idea: AI Podcast Clip Generator — Turn long episodes into captioned short clips ready for social feeds.
  Summary: An AI podcast clip generator finds the strongest moments in a long episode and exports captioned vertical clips for social platforms. Podcasters pay monthly because editing clips by hand takes hours per episode. Transcription and language models can rank highlights and caption them automatically.
  Typical startup cost: $300–$2.5k. Typical revenue after ~12 months: $800–$9k/mo. Time to first revenue: 4–8 weeks.
  Target customers: Independent podcasters and small podcast networks who publish weekly but lack a video editor. Business and interview shows are strong early fits.
  Revenue models: Monthly subscription by minutes; Done-for-you clip packages; Agency plan.
  Common channels: Podcaster communities; Outbound with sample clips; YouTube tutorials on repurposing; Podcast network partnerships.
  
  About me (edit this): I live in [CITY, COUNTRY]. My budget is [BUDGET]. I can spend [HOURS] hours per week. My relevant skills/experience: [SKILLS].
  
  Design my offer. Give me: (1) three packages (good/better/best) with what’s included and a price for each, (2) the math behind the prices — my costs, time per job/order, target margin, (3) one recurring or subscription option to build predictable revenue, (4) an introductory offer for my first 10 customers that doesn’t devalue the service, and (5) how I should answer "that’s too expensive".

• One-page business planA lender-ready one-pager with budget and first-year numbers.+

  Copy prompt

  Business idea: AI Podcast Clip Generator — Turn long episodes into captioned short clips ready for social feeds.
  Summary: An AI podcast clip generator finds the strongest moments in a long episode and exports captioned vertical clips for social platforms. Podcasters pay monthly because editing clips by hand takes hours per episode. Transcription and language models can rank highlights and caption them automatically.
  Typical startup cost: $300–$2.5k. Typical revenue after ~12 months: $800–$9k/mo. Time to first revenue: 4–8 weeks.
  Target customers: Independent podcasters and small podcast networks who publish weekly but lack a video editor. Business and interview shows are strong early fits.
  Revenue models: Monthly subscription by minutes; Done-for-you clip packages; Agency plan.
  Common channels: Podcaster communities; Outbound with sample clips; YouTube tutorials on repurposing; Podcast network partnerships.
  
  About me (edit this): I live in [CITY, COUNTRY]. My budget is [BUDGET]. I can spend [HOURS] hours per week. My relevant skills/experience: [SKILLS].
  
  Write a one-page business plan for this business in my situation: problem, solution, target customer, offer and pricing, marketing plan (first 90 days), operations, startup budget as a table (items, low/high cost, must-have vs later), monthly fixed costs, a simple 12-month revenue projection with assumptions stated, break-even month, and the top 3 risks with mitigations. Keep the numbers realistic for a solo founder.

• Website / landing page copyCopy for a one-page site that converts visitors into calls or orders.+

  Copy prompt

  Business idea: AI Podcast Clip Generator — Turn long episodes into captioned short clips ready for social feeds.
  Summary: An AI podcast clip generator finds the strongest moments in a long episode and exports captioned vertical clips for social platforms. Podcasters pay monthly because editing clips by hand takes hours per episode. Transcription and language models can rank highlights and caption them automatically.
  Typical startup cost: $300–$2.5k. Typical revenue after ~12 months: $800–$9k/mo. Time to first revenue: 4–8 weeks.
  Target customers: Independent podcasters and small podcast networks who publish weekly but lack a video editor. Business and interview shows are strong early fits.
  Revenue models: Monthly subscription by minutes; Done-for-you clip packages; Agency plan.
  Common channels: Podcaster communities; Outbound with sample clips; YouTube tutorials on repurposing; Podcast network partnerships.
  
  About me (edit this): I live in [CITY, COUNTRY]. My budget is [BUDGET]. I can spend [HOURS] hours per week. My relevant skills/experience: [SKILLS].
  
  Write the copy for a one-page website: headline (5 options), subheadline, 3 benefit blocks, how-it-works in 3 steps, packages with prices, an FAQ with 6 objections answered, a guarantee, and a call to action. Also give me a page title and meta description optimized for "ai podcast clip maker" plus my city. Tone: clear, local, trustworthy — no hype.

• Get your first 10 customersOutreach scripts and a daily plan to land paying customers fast.+

  Copy prompt

  Business idea: AI Podcast Clip Generator — Turn long episodes into captioned short clips ready for social feeds.
  Summary: An AI podcast clip generator finds the strongest moments in a long episode and exports captioned vertical clips for social platforms. Podcasters pay monthly because editing clips by hand takes hours per episode. Transcription and language models can rank highlights and caption them automatically.
  Typical startup cost: $300–$2.5k. Typical revenue after ~12 months: $800–$9k/mo. Time to first revenue: 4–8 weeks.
  Target customers: Independent podcasters and small podcast networks who publish weekly but lack a video editor. Business and interview shows are strong early fits.
  Revenue models: Monthly subscription by minutes; Done-for-you clip packages; Agency plan.
  Common channels: Podcaster communities; Outbound with sample clips; YouTube tutorials on repurposing; Podcast network partnerships.
  
  About me (edit this): I live in [CITY, COUNTRY]. My budget is [BUDGET]. I can spend [HOURS] hours per week. My relevant skills/experience: [SKILLS].
  
  Give me a plan to land my first 10 paying customers in 30 days with almost no ad budget. Include: the 3 best channels for this business and why, a daily activity quota, and ready-to-send scripts — a cold email, a DM, a message for local Facebook/Nextdoor groups, a referral ask for friends and family, and a follow-up message. Personalize them with [placeholders] I can fill in.

• 30-day launch checklistAgentA day-by-day checklist an agent or you can work through.+

  Copy prompt

  Business idea: AI Podcast Clip Generator — Turn long episodes into captioned short clips ready for social feeds.
  Summary: An AI podcast clip generator finds the strongest moments in a long episode and exports captioned vertical clips for social platforms. Podcasters pay monthly because editing clips by hand takes hours per episode. Transcription and language models can rank highlights and caption them automatically.
  Typical startup cost: $300–$2.5k. Typical revenue after ~12 months: $800–$9k/mo. Time to first revenue: 4–8 weeks.
  Target customers: Independent podcasters and small podcast networks who publish weekly but lack a video editor. Business and interview shows are strong early fits.
  Revenue models: Monthly subscription by minutes; Done-for-you clip packages; Agency plan.
  Common channels: Podcaster communities; Outbound with sample clips; YouTube tutorials on repurposing; Podcast network partnerships.
  
  About me (edit this): I live in [CITY, COUNTRY]. My budget is [BUDGET]. I can spend [HOURS] hours per week. My relevant skills/experience: [SKILLS].
  
  Create a day-by-day 30-day launch checklist for this business, with each task taking under 2 hours. Group into: legal & admin (business registration, EIN or local equivalent, bank account, insurance, permits — mark which ones depend on my location), offer & pricing, online presence (Google Business Profile, simple website, social), sales outreach, and delivery. Put "first paying customer" no later than day 14. Output as a checklist I can paste into Notion or Todoist.

• Name & brandName ideas you can actually register, plus a tagline.+

  Copy prompt

  Business idea: AI Podcast Clip Generator — Turn long episodes into captioned short clips ready for social feeds.
  Summary: An AI podcast clip generator finds the strongest moments in a long episode and exports captioned vertical clips for social platforms. Podcasters pay monthly because editing clips by hand takes hours per episode. Transcription and language models can rank highlights and caption them automatically.
  Typical startup cost: $300–$2.5k. Typical revenue after ~12 months: $800–$9k/mo. Time to first revenue: 4–8 weeks.
  Target customers: Independent podcasters and small podcast networks who publish weekly but lack a video editor. Business and interview shows are strong early fits.
  Revenue models: Monthly subscription by minutes; Done-for-you clip packages; Agency plan.
  Common channels: Podcaster communities; Outbound with sample clips; YouTube tutorials on repurposing; Podcast network partnerships.
  
  About me (edit this): I live in [CITY, COUNTRY]. My budget is [BUDGET]. I can spend [HOURS] hours per week. My relevant skills/experience: [SKILLS].
  
  Generate 30 name ideas for this business in 5 styles (classic, modern, playful, premium, local). For the top 5, give a tagline, the .com I should check, and any obvious trademark or meaning conflicts to watch for. Then tell me how to verify availability in my state/country (business registry, trademark database, domains, social handles).