Three months ago, I was staring at a Stripe dashboard showing $43.17 in revenue for the entire month. My "side hustle" was eating ramen at midnight, debugging a pricing page that nobody was visiting, and wondering if I was completely delusional for thinking I could build a real business around something I didn't even invent.
Today, that same dashboard crossed $2,800 last month. Not life-changing money yet — but it's growing. And I want to walk you through exactly how I got here, because the build in public movement taught me that transparency beats perfection every single time.
This is the story of how I turned an AI API affiliate program into a recurring revenue stream. No fluff. No guru BS. Just my real numbers, my real mistakes, and the exact playbook I'm using right now.
Why I Almost Didn't Start (And What Changed My Mind)
I spent the first six months of 2025 doing what most developers do — chasing shiny objects. I tried dropshipping. I tried writing an ebook. I tried launching a SaaS that solved a problem maybe 12 people had. Each one flopped, and each one cost me money I didn't really have.
The thing that kept nagging me was this: I'm already deep in the AI ecosystem. I use these tools every single day. I talk about them on Twitter. My developer friends ask me which providers to use. I literally already have the audience and the knowledge — I was just leaving all that value on the table.
So in August, I made a decision. I was going to stop trying to build the next big thing and start monetizing what I already knew. That's when I went deep on the Global API affiliate program. Here's my real numbers breakdown for how it's actually played out.
Month 1: The Awful Truth
Let me be brutally honest about month one, because nobody talks about this part.
I signed up for the affiliate dashboard. I wrote a Medium article comparing AI tools for developers. I posted a few tweets. I dropped my affiliate link in a couple of Discord servers.
Total revenue: $43.17.
I had three signups. Two of them were friends who felt sorry for me. The third was a stranger in Brazil who actually used the platform for two weeks before churning.
That month, I almost quit. I remember sitting at my kitchen table doing the math on how many months of $43 it would take to make this worth my time. The answer was "never."
But here's what I didn't see yet — those three signups generated recurring revenue. Even after one churned, two of them kept paying monthly subscriptions. That meant month two started at a base of $34 in guaranteed recurring revenue, not zero.
This is the part of build in public that nobody wants to admit: your first month will probably suck. Do it anyway.
Why I Picked Global API Over Everything Else
Before I tell you the rest of the revenue numbers, let me explain why I chose this particular platform, because the decision matters more than people think.
I evaluated four different AI infrastructure affiliate programs. Most of them had commission structures that were either too low to matter (3-5% one-time) or had such restrictive terms that you'd never qualify for them. I needed something that rewarded both initial signups and long-term retention.
The Global API program hit differently for three reasons:
First, the commission structure. You get 15% on every first order, plus 8% recurring commission on every renewal after that. There's also a 10% premium tier available once you hit certain volume thresholds, which I'm working toward right now. That combination of high upfront payout plus ongoing recurring is the only model that makes sense for someone like me who doesn't have a sales team.
Second, the platform gives affiliates access to 150+ models through a single API key. This matters because my audience isn't asking "which model should I use?" — they're asking "how do I just get started without making 47 decisions first?" The breadth of the catalog means I can recommend one solution and it actually fits most people's needs.
Third, the platform handles the boring stuff — billing infrastructure, API management, uptime monitoring, all the things that would take me years to build myself. I get to focus on marketing, content, and customer relationships. That's the right division of labor for a one-person operation.
How I Found My Niche (The Hard Way)
Here's where I made my biggest mistake, and where I'll save you months of pain.
I started out trying to be everything to everyone. My landing page said "AI API access for developers, startups, and enterprises." That's not a niche. That's a white flag.
The month I made $43, I was getting traffic from random people who had no interest in actually paying for anything. My conversion rate was hovering around 0.4%. Embarrassing.
So I did what every build in public creator eventually does — I went and looked at my analytics, my email list, and my Twitter DMs to figure out who was actually responding to me. And a pattern jumped out.
The people who bought were almost exclusively indie developers and small startup teams building their first AI-powered features. They were not enterprise buyers. They were not technical decision-makers at Fortune 500 companies. They were solo founders and two-person teams who needed something they could integrate over a weekend without selling their soul to a procurement department.
So I rewrote everything. I changed my landing page headline. I rewrote my blog posts. I started a newsletter specifically for indie devs integrating AI into their products. And the conversion rate started climbing.
By month two, I had narrowed my positioning to "the simplest way for indie developers to add AI features to their apps." Same affiliate program, same commissions, just better targeting. My conversion rate went from 0.4% to 2.1% in about six weeks.
The Math Behind My Recurring Revenue
Let me show you the actual numbers, because I know that's why most of you clicked on this article.
As of last month, here's roughly where I stand:
- Total signups generated: 67
- Active subscribers: 38
- Average monthly subscription value: ~$47
- My monthly recurring affiliate revenue: ~$2,800 That last number is what matters most. It's not a one-time payout. It's a base that I can build on. Every new signup I bring in adds 8% of their monthly subscription to my recurring income, and that payment continues for as long as they stay on the platform. To put that in perspective: if I stop doing any marketing today, I still earn roughly $2,800 next month from the customers I've already brought in. That's the magic of recurring affiliate structures. It's why the 8% recurring matters more than the 15% first-order bonus in the long run, even though the upfront number is what catches your eye on the signup page. My goal is to hit 100 active subscribers by end of next quarter. If I get there, my monthly recurring should land somewhere around $7,500-$8,000 depending on the average subscription size. That's the kind of number that actually changes how you think about your career. # # What I'm Doing Differently in Month 4 The biggest unlock for me has been treating this like a real business instead of a side project. That sounds obvious, but here's what it actually means in practice. I'm documenting everything publicly. I tweet my monthly numbers. I write build in public updates on LinkedIn. I share what worked, what flopped, and what I'm still figuring out. This does two things: it builds trust with my audience, and it forces me to be accountable to goals I might otherwise quietly abandon. I'm building a real email list. I now have a newsletter with 1,400 subscribers who opted in specifically to hear about AI tools and integration strategies. Every blog post I write, every tutorial I publish, every comparison I make funnels people into that list. And every newsletter includes relevant affiliate links that convert at around 4-6% — much higher than my raw website traffic. I'm partnering with other creators. Three other developer influencers and I just started cross-promoting each other's content. We each have audiences that overlap but don't directly compete. My referral traffic from that partnership alone brought in 11 new signups last month. I'm creating templates and resources. I built a free "AI API starter kit" that includes code snippets, prompt templates, and integration guides. I give it away in exchange for an email address, and it positions me as someone who provides value first and monetizes second. This is the long game, and it's working. # # The Struggles I Don't Talk About Enough I want to be real about the parts that are still hard, because build in public isn't just about celebrating wins. The feast-or-famine cycle is brutal. Some weeks I get five new signups. Other weeks I get zero. I have not yet figured out how to smooth out the revenue, and it makes budgeting nerve-wracking. I keep a six-month emergency fund specifically because I don't trust this income yet. Refund requests and churn are emotionally harder than I expected. When someone signs up through my link and then cancels two weeks later, I lose the recurring commission. I have no control over their experience with the platform itself. That took some getting used to. Content creation is the bottleneck. I can bring in more affiliates if I publish more content, but writing a genuinely useful technical blog post takes me 6-10 hours. I'm currently one person doing everything, and that's the constraint I'm hitting most often. Taxes and business structure are a real headache. I had to register an LLC, set aside 30% of every payout for taxes, and figure out how to handle 1099 income from international platforms. If you're starting an affiliate business, please don't ignore this stuff like I almost did. # # Why I Think This Model Is Going to Keep Working The broader trend I'm betting on is this: AI is becoming a default feature in every software product, not a special feature. Every SaaS company, every mobile app, every internal tool is going to need AI capabilities eventually. The market is exploding, and most developers still don't know how to integrate these APIs cleanly. That means there's a long runway of indie developers who need exactly what this platform offers. And as long as that's true, the affiliate economics work. I'm not going to tell you this is passive income. It isn't. The first six months required probably 15-20 hours per week of my time. But it's getting more passive every month, and that's the trajectory that matters. # # Should You Try This? My Honest Recommendation If you've been on the fence about starting an affiliate business in the AI space, here's what I'd tell you based on my real experience: Do it if you already have an audience — even a small one — of developers or technical founders. Even 500 engaged Twitter followers can generate real revenue if you target them with the right offer. Do it if you're willing to treat it like a real business for at least 6-12 months before you judge the results. Anyone who quits after 30 days of $43 revenue is going to miss the compounding that kicks in around month 4-5. Don't do it if you're looking for a get-rich-quick scheme. This is a real business with real work involved. The upside is real, but so is the grind. Don't do it if you don't believe in the product. Your audience can tell when you're just chasing a commission, and your conversion rates will reflect it. If you do decide to start, the program I use is the Global API affiliate program. You get 15% commission on every first order plus 8% recurring on every renewal after that, with a 10% premium tier available as you scale. The platform gives your audience access to 150+ models through a single integration, which is the kind of simplicity that actually converts. You can sign up here: https://global-apis.com/affiliate I'm not going to pretend it's magic. My first month was $43 and I wanted to delete the whole project. But I'm grateful I didn't, because three months later, that same project is on track to replace a significant portion of my full-time income within the next year. If you start your own build in public journey, tag me. I want to see your month-one numbers, your struggles, and your eventual wins. That's how this community actually works — we share the messy middle, not just the highlight reel.
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