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How To Build A $10M AI App In Literally 30 Seconds
7 frameworks for finding and shipping AI businesses before the window closes — Sam and Shaan's complete AI opportunity playbook.
1.0M views on YouTube"We are living in the single best time in history to start a software company. The barrier to building is basically zero. The barrier to finding the right problem is still high. That's the whole game now."
This episode came out at peak AI hype. Instead of getting swept up in it, Sam and Shaan got tactical. What does the AI wave actually mean for someone who wants to build a real, profitable, sellable company? Not a research lab. Not an AGI moonshot. A $10M business. They map out the specific patterns they're seeing in companies that are actually working right now, and the common mistakes founders keep making while chasing the wrong version of the opportunity.
Wrap the API, Own the Customer
The fastest AI businesses in 2024 are not building their own models. They're wrapping OpenAI or Anthropic with a vertical UI and selling directly to an underserved customer. Shaan is bullish on these despite the conventional wisdom that they'll get commoditized. His argument: who owns the customer relationship? Who has the distribution? The model is a commodity. The customer is the moat. Jasper, Copy.ai, Harvey — all wrappers. All worth hundreds of millions. 'Everyone says wrappers are risky. I say: own the customer and you're fine.'
THE PLAY
Pick one vertical where professionals still do repetitive text or data work by hand. Legal, real estate, HR, medical documentation, financial reports. Build a focused UI on top of GPT-4 or Claude that handles that specific task. Charge $99 to $299 a month. The key is the vertical, not the AI. Generic AI tools are dying. Specific AI for specific roles is winning.
Replace the VA
Sam finds a massive underserved market in small businesses that currently pay a $15 to $25/hour virtual assistant to do things LLMs can handle in seconds. Social media scheduling. Customer email triage. Research. Data entry. Appointment booking. Millions of small businesses have a VA doing work that AI can do faster at a fraction of the cost. 'That's not a threat to the VA industry. That's a $50 billion software opportunity sitting right there.'
THE PLAY
Find a task that virtual assistants commonly do for small businesses. Build an AI tool that automates it with a clean UI and Zapier integration. Price it at $49 to $99 a month — well below the cost of a VA but above the generic AI tools. Target business owners directly, not tech people. Sell through VA Facebook groups, Upwork communities, and small business forums where the pain is most visible.
The 30-Second Build Is a Scouting Tool
The episode title comes from a real demo where Shaan built a working AI app in under 30 seconds using no-code tools. His point wasn't look how easy it is. His point was: when building takes a day instead of three months, you can test 20 ideas in the time it used to take to test one. The bottleneck shifted. Building is now cheap. Finding the right problem and getting distribution is still hard. 'The whole game moved. Ideation and distribution are what matter now. Building is basically free.'
THE PLAY
Use Cursor, Bolt, or Lovable to build a working prototype in under a day. Don't polish it. Get it in front of 20 people in your target market within 48 hours. Watch what they do, not what they say. If someone tries to pay you in the first five interactions, you have a business. If they say cool but, you have feedback. Speed is the edge. Use it.
Look for Ten Times Cheaper, Same Output
Shaan's framework for finding AI opportunities: find a professional service that produces a specific output — a legal contract, a financial analysis, a marketing strategy, an audit report — and ask: can AI produce 80% of that output at one tenth the cost? If yes, build the product that makes it happen. 'The customer doesn't want AI. They want the output. If you can deliver the output cheaper and faster, you win. The AI is just the mechanism behind it.'
THE PLAY
List ten professional services that cost $1,000 or more and produce a specific document or deliverable. Pick the one where AI can most convincingly replicate 80% of that output. Build a product that produces it automatically. Price it at 30 to 50% of the cost of the manual service. You don't need to match the human exactly. You need to be good enough, faster, and dramatically cheaper.
Distribution Outlasts Every Product Advantage
Sam's warning: AI product advantages evaporate fast. A feature that differentiates you today is a default in ChatGPT in three months. The only thing that holds is distribution. A newsletter audience, a community, a sales channel, a brand. These don't expire when the model updates. 'I would take a mediocre AI product with 50,000 email subscribers over the best AI product with no audience. The audience survives everything. The product doesn't.'
THE PLAY
Before building your AI product, build or buy the distribution channel that reaches your target customer. A YouTube channel, a niche newsletter, a community, a platform partnership. Make the distribution product-agnostic. Once you have 10,000 engaged people in your target market, your product launch is already halfway done before you write a line of code.
The AI Implementation Consultant Play
Shaan identifies one of the highest-leverage individual plays: become an AI implementation consultant for mid-sized businesses. These companies know they need to use AI. They have no idea where to start. They'll pay $5,000 to $20,000 for someone to come in, map their workflows, and set up three to five tools that save them ten hours a week. 'This is the 1995 IT consultant play. Businesses needed websites back then and consultants got rich. Now businesses need AI workflows. Same playbook, new technology.'
THE PLAY
Pick an industry you know well. Map five repetitive workflows in that industry that AI can automate today. Do it for free for two companies and document the results. Then productize it: charge $7,500 for an AI Workflow Audit and Implementation package. Sell through LinkedIn, industry groups, and direct outreach to business owners. Once the process is repeatable, hire and train someone to do the delivery.
The Businesses AI Is Supposedly Killing Are Getting More Valuable
Sam's most contrarian take: the best opportunity might be in businesses AI is supposed to destroy. Take tutoring. AI tutors should eliminate human tutors. Sam argues the opposite will happen for the premium end. Wealthy parents will pay more for human connection, accountability, and relationship precisely because AI commoditizes everything cheap. 'AI creates a floor, not a ceiling. It kills the mediocre middle. But premium human services for people who can afford them actually get more valuable as the cheap version gets automated.'
THE PLAY
Find a service business that AI is supposedly disrupting. Ask: is there a premium version of this that becomes more valuable as the cheap version disappears? If yes, build the premium human-led version and let AI handle your back office. Charge three times the pre-AI price and market it explicitly as the human alternative. The luxury market for human services is about to get a lot bigger.
YOUR ACTION PLAN
All the plays, back to back. Use this as your checklist.
- 01
Wrap the API, Own the Customer
Pick one vertical. Build a focused UI on GPT-4 or Claude for one specific professional task. Charge $99–$299/month. The niche is the moat, not the model.
- 02
Replace the VA
Find one task VAs commonly do. Build an AI tool that handles it. Price at $49–$99/month. Sell in VA communities and small business Facebook groups.
- 03
The 30-Second Build Is a Scouting Tool
Build a prototype in one day using Cursor, Bolt, or Lovable. Get it in front of 20 target users within 48 hours. If someone tries to pay, you have a business.
- 04
Look for Ten Times Cheaper, Same Output
List 10 professional services over $1K that produce a specific deliverable. Pick the one AI can replicate at 80%. Price your product at 30–50% of what the human charges.
- 05
Distribution Outlasts Every Product Advantage
Build the audience before the product. A niche newsletter, YouTube channel, or community. 10,000 engaged people in your target market is worth more than any feature.
- 06
The AI Implementation Consultant Play
Map 5 workflows in an industry you know. Do the AI implementation for 2 companies free. Then charge $7,500 for the packaged service and sell through LinkedIn.
- 07
The Businesses AI Is Supposedly Killing Are Getting More Valuable
Find an industry AI is 'disrupting.' Build the premium human version of that service. Charge 3x the old price. Market it as the alternative to AI. The luxury end always survives.
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