How to Build a $10K AI Business Solo — No Code, No Funding

Over the past few months, I've been talking to a lot of people building with AI. It's just super exciting right now, right? Founders, investors, CEOs, and ask them one question. If you had to start from zero in 2026, with no code, no team, no funding, just AI and a laptop, what would you build to make your first $10,000 a month? And here's what I noticed. We keep reading headlines about someone raising $100 million for their idea or reaching crazy valuations and we look at that and think, "Oh, that's what success looks like. That's the goal." But the thing is, there are many more people quietly making real money. Somewhere else entirely. I talked to Daniel Prisley, a UK entrepreneur of the year who took four of his agencies automated each one using an AI platform. And one of them, score app, started as a $15,000 client project his team used to build by hand. It now has 8,500 customers, gross 4% month over month, largely bootstrap, no crazy cost just money. Nobody wrote a headline about that, and that's the actual opportunity right now. Take a small problem, solve it with AI and make $10K a month. So in this video, I pulled the exact playbook from people who've actually done it. What to build, how to find your niche, how to get customers with zero budget, and when you actually need investors. Spoiler probably never. I keep hearing this from so many entrepreneurs that just start making money. It's so much easier now. And I want to just start with, of course, the legendary Gary V. Because when I asked him, "If everything crashed tomorrow, VaynerMedia gone, followers gone, what will you do with just a laptop, NAI?" He answered this. If I lost my reputation and my personal brand, but I kept my knowledge of how to make content on social, I would build an app that's $5 to $50 a month, and I would make unlimited organic content on LinkedIn, Twitter, TikTok, and try to get customers. When you layer what I've been obsessed with about the last 20 years, which is there is an advertising and brand building ecosystem called social media that does not cost you money. And that's the point about AI apps. It really doesn't cost you money anymore to build something in the way that I grew up. But the fact that you can actually get awareness that you're one tick-tock away from having people know who you are and building a platform, that's intoxicating. Build an app, make content, get customers. But what if I'm not a developer? How do I actually build the product? Here's what the CEO and founder of Replet, I'm Judm Masad, told me. Everyone has an idea. But for the most part, the thing that's stopping them is that they don't have the technical skills or they don't have someone, you know, as a programmer growing up, all my friends were like, "Oh, can you program this idea for me?" Well, now you can do it. We have a lot of stories where people have built their dream apps and they've had these ideas for like 20 years. We're talking about a CFO at a VC firm. He's a domain expert. He knows how to manage a VC fund. And he never found the right tools for him. And he had all these ideas on how to build them. But it's almost always hard to find engineering resources. So he used Replet on three months. He built his dream app and he went out and sold it and got a lot of contracts. And I think he made his own hashtag to make five million error quit his job. Now he's an entrepreneur. Have you seen any big mistakes that people make when building something with Replet? Because I know a lot of entrepreneurs are looking and they're probably like, "Okay, I'll build an app, but what's next?" Like any tips for marketing or any lessons that you've seen along the way. First of all, what we're talking about with Promting, Overcommunicate. Overcommunicate, be a resource for Replet environment, gives you a lot of tools like the logs and things like that. Try to overcommunicate with the agent. I think that's the first tip that I would give. Even if you don't have, you don't want to learn Prompt Engineering, just be overcommunicative. And the other thing is like I said, grit, like just, you know, not quitting after six hours is very differentiating. Actually, most people just quit. And so just keep going and not quit. Okay, so building something is no longer the bottleneck and you can go from idea to product in days. This means the only thing that actually matters now is picking the right idea. I talk to the CEO of OpusClip and he gave me one of the best frameworks I've ever heard who finding a new niche that actually works. The market has become me super competitive and there are like for most of the markets or industries, there are like more than 20, 50 AI tools out there already. So the first principle I would say is to find a really niche business. Oftentimes many people don't really understand what is a niche. For example, is restaurant business a niche? No. Is Chinese restaurant a niche? No. Is canon is Chinese restaurant business a niche? Still no. You have to drill down. There are so many different types of canon is food. And even for one specific vertical, are you going to target to be like the the Chanel of cannabis restaurant or the Zara of or unique law of cannabis restaurant? Right. So different pricing will match to different markets, different ICPs as well. So pick a really, really, really small niche that you cannot further segment it to start with. That's a good one. Yeah. You have to ruthlessly segment the word niche. The second thing is ideally pick something that's boring because the non boring, the cool ones are definitely 10X or even a 100X more competitive. You probably don't want to work in those areas. So you need to have a passion to view something for boring industry, but you solve a really big problem. And furthermore, ideally, there are a lot of existing services. I think we are actually changing from, we're really finding the term SaaS and previously it was like software as a service. Nowadays it's becoming service as a software. So in that specific market niche, boring market niche are there existing services done by like agencies, by freelancers or some internal tools or some hacky solutions. In perfect hacky solutions, that is your opportunity to tackle. So go through some boring test, go through some niche test, and go through some service test. So these are my first principles to find a new business in 2026. Young says pick a boring niche. Here's what that looks like in real life. I have this amazing story. So two days ago, my kids are on the school break and we went to a hotel. And my daughter asked me for coloring sheets with cute deer and cute unicorns. I'm like, where? And so I went to Google, Google all of these sheets and then I saw the website that told me I can generate 30 images like that for you. Choose your child's age, choose the salad they like. Pay me 50 cents and I'll generate 30 pages ready for you to print. And because we were in a rush, I'm like 50 cents nothing. I'm just going to pay that. And I paid it immediately. I got my coloring sheets and I'm like, that's your real business. That's the real opportunity. Here's the CEO of 11 labs with a specific one that almost no one is doing yet. It will be voice specific, but I think it's so, so early that I think it's a huge one is there's definitely a lot of the infrastructure being built for the voice agents. We build it, but other companies are too. And I think there is a big gap between voice agents and then actually deploying them in a lot of those businesses. And you don't have to have the engineering expertise to deploy those voice agents. The platform now frequently will support a relatively self-serve manner of taking it. But you can easily take that voice agent and deploy it out in a specific domain. And most of the businesses in the world still don't know about it. If it's not venture scale business and you just want to make good money, I would try to take those voice agents and go to let's say local doctor's office and help them appointment schedule for the dentist so they can take appointments more easily. And they can then focus more on the work instead of nurse doing that in between or missing appointments. That's actually one of the most common. I don't know the percentage, but so frequently those appointments don't get booked because there's no one on the phone and can take them. You can go to local mechanics and help them take appointments. And I think there's all of these require a slight variation of the domain piece that you need to know. And all of those businesses are in thousands to tens of thousands of dollars per month if you get it to the few. Their infrastructure is there. You just need to bring it to two to two. Yeah, it's like B2B automated businesses with AI. Yeah, and small businesses all along. You don't have to be a coder. You don't have to be the coder. You just need to spend the time call them and ask or or or go to them. Okay, you have the niche. You have the tools. Now what does the actual 90 day launch plan look like? Alex Meshrabov built Hicksfield to 200 million in annual revenue in nine months. He raised money before he had a single dollar in revenue. But when I asked him how to start from zero today, he said he'd do it completely differently. Focus on bringing like the first dollar by day 30 of product developments and maybe one million AR by day 90 and then decides if someone needs VC funding or doesn't. I mean a lot of businesses can really scale to tens of millions of dollars to the profitably with AI. And for such businesses, there is no need to attract VC funding. I can give you a very simple example. So there are so many websites we just allow to make professional photo shoot like for basically for for passport. Many of them make tens of millions of dollars. None of them are going to be in, none of them are going to be venture capital backed business. Well, and you said something one million dollars by day 90. AR are meaning like 80 K a month 80 K a month in three months. That's a lot. And so the playbook to achieve that is basically generate ads and launch them and test whether whether they're landing with your target audience pay the ads are very difficult to do I think a lot of distribution come through organic social media and creator integrations and just make sure that by day 30 there is monetization place and then there is a way to constantly grow to arrive in you to let's say one a million AR by day 90 many successful companies scale very quickly today. Any tips on landing first customers in the first 30 days initially. At least last year Twitter has been the social media where the distribution starts from it starts from like small communities then it goes to AI news pages on X then from AI news pages on X at goes to Instagram news pages then from Instagram news pages to creators then it goes to telegram and like other social media that's what we have seen with Higgsfield and with many other products as well that they went through the same sort of journey of popularity and news through various social media but it all originated on X. I think now it's been kind of changed. Today a lot of hype at least like a lot of companies they sort of tried to use X to boost their products. A sort of signal to noise ratio just drops. Twitter becomes less relevance but still it's it's the main place for new AI products launch. Alex just said you don't need investors and here's what's wild. Bill Gurley spent decades backing the biggest companies in Silicon Valley and here's what he told me about why this is actually the right moment to move fast. If you're a high agency individual who's who has confidence about driving their own career path these tools are actually a jetpack like you if you if you want to proactively learn there's been no time in the history of the world where you can learn faster and you know it's it's AI but it's also podcasts like the stuff you do there's interviews all over YouTube it's like you can learn faster than ever before. The thing to do right now is to run as fast as you can. If you have a friend who keeps saying they want to start something but don't know where to start share this video with them. Okay one last thing because after all these conversations I kept thinking if the opportunity is this obvious what's the real difference between people who make it work and people who give up. There are a few few things I could say here one is launch launch launch just keep launching go launch and read it. Even the same product like make make another another tweak another tweak show it in a different way iterate on your messaging do another video try to reach out to influencers to partner with them. Go on podcast. Yeah. Repler I launched it three or four different times with different messaging and different things. So the first three times in work. First few times in their work I think when we got on Hacker News the first time it was when I said you can try all these different languages and I listed the languages try Python Ruby that was before AI and that was a hit because of the because of the title change and so again it's grit relentless resourcefulness and just iteration iteration. After all these conversations this is what really stayed with me the barrier to starting a business is basically gone you don't need a team anymore you don't need to know how to code and in many cases you don't even need funding but what you need is speed because the people who are winning right now are not necessarily the smartest or the most technical they are just the ones moving faster than everyone else and that's really the shift. So if you zoom out the playbook is actually simple. Pick a boring niche build an MVP in 24 hours gave a first dollar by day 30 and use organic content as your distribution. If you want the step-by-step checklist for everything you just heard it's in the week's newsletter link is in the description and if this gave you the plan the next episode gives you the speed. Alex Meshrabov breaks down exactly how to go from zero to 1 million AR and you'll run rate in 90 days. Watch it right here.