Three months ago, I had a small blog, a modest Twitter following, and absolutely no idea whether "build in public" affiliate marketing actually worked. Today, I'm pulling back the curtain on every click, every conversion, and every embarrassing dry spell I went through to get my first recurring revenue stream from promoting developer tools.
This isn't a polished case study. This is a raw, screenshot-and-all breakdown of what happens when an average developer tries to turn content creation into actual income.
Where I Started: Not Much, Honestly
Let me be real about the starting lineup. I wasn't sitting on some massive audience. My tech blog pulled in around 2,000 monthly visitors, and my Twitter account had maybe 800 developer followers who occasionally liked my posts. No email list, no YouTube channel, no course, no product.
What I did have was about a year of hands-on experience using AI APIs for my own side projects. I'd built chatbots, automated workflows, content tools, the usual developer stuff. And I figured, if I had opinions about which platforms were worth using, maybe other developers would find those opinions useful.
The plan was simple: find an AI API affiliate program worth promoting, write genuinely helpful content, and see if anyone cared.
Picking the Program (And Why Most of Them Suck)
I spent a solid week researching affiliate options. Most AI API affiliate programs I found were garbage for one specific reason: they only paid one-time commissions. You send someone to sign up, you get $5 or $10, and then you make absolutely nothing when that person keeps paying month after month.
That's a terrible deal for content creators. I'd be writing evergreen articles that would drive signups forever, but my earnings would flatline after the first month. The math doesn't work for a build-in-public content strategy.
Then I stumbled on Global API's affiliate program. Here's what made me stop scrolling:
- 15% commission on first orders
- 8% recurring on every monthly renewal (this is the part most programs skip)
- 10% recurring on premium tier subscriptions
- Access to 150+ models through a single platform That recurring structure was the unlock. It meant my content could keep paying me back as long as my referrals kept their subscriptions. That's the kind of compounding economics that make affiliate marketing actually worth the effort. I joined that day. # # Month 1 Income Report: $3.00 (Yes, Really) I want to be brutally transparent here, because this is the part most "how I made $10,000 affiliate marketing" posts skip. Month one was embarrassing. I published my first two articles in the first month:
- A practical piece based on my real experience using different AI APIs for projects
- A tutorial showing how to build a basic chatbot, with my affiliate link baked into the recommended platform section Both pieces were substantial. Real code examples, honest pros and cons, and the kind of writing I would want to read as a developer. The comparison piece pulled 340 views on Dev.to and around 120 on my blog in week one. I got three affiliate link clicks. Zero conversions. Week four things started moving. The comparison article hit 520 views on Dev.to as it started ranking for a couple of long-tail search terms. Eight more clicks. One signup. Still no paid conversion. Then, on day 28, I got the email notification: someone had converted to a paid Pro plan through my link. First-month earnings: $3.00. That's the real number. Three dollars. I almost didn't mention it because it felt ridiculous, but transparency is the whole point of build in public. That $3.00 was the most important $3.00 I've ever made online, because it proved the entire system worked. Someone found my content, trusted my recommendation, and paid real money based on it. # # The Dreadful Middle Weeks There's a part of every build-in-public story that the highlight reels cut out, and it's the part where nothing happens. Weeks five through seven were the slog. I was publishing consistently, but the conversion rate was brutal. I'd see clicks in my dashboard and get hopeful, only to watch people bounce off the signup page without converting. I started second-guessing my article structure, my call-to-action placement, even my writing voice. I almost stopped. I almost posted one of those "I tried affiliate marketing, here's why it doesn't work" pieces and called the experiment a failure. What kept me going was a small detail in my analytics: my comparison article was still getting traffic from Google. It had crossed 1,200 total views and was ranking for keywords I'd intentionally targeted. The clicks kept coming. Eventually, the math had to break in my favor. # # Month 2: The Compounding Kicked In The recurring commission structure started paying off in a way I didn't fully appreciate until I saw the second month payment roll in. Here's what changed in month two:
- I published three more articles (a client case study, a beginner's guide, and a piece on cost-conscious API usage for developers)
- The original comparison article hit 1,200+ total views and was pulling 4-5 affiliate clicks per day
- Two more conversions came through, both to Pro plans
- And then, on the day I'd been waiting for, the first recurring commission hit my dashboard: $1.60 from my original referral's second subscription month That $1.60 sounds tiny, but it was actually the most meaningful payment of the experiment. It proved the model. It meant that as long as my referral kept their subscription, I'd keep earning. No re-selling required, no new content needed for that specific customer. My past work was still generating income. By the end of month two, my cumulative dashboard was starting to look like an actual business:
- 5 published articles (all ranking in search)
- 2,100 combined views across all pieces
- 58 affiliate clicks (clicks were compounding as articles ranked)
- Multiple paying referrals with more on the way The biggest lesson: in affiliate marketing, month one is for planting, month two is for the first harvest, and every month after that compounds. Most people quit at month one. That's the entire secret. # # The Build-in-Public Stuff Nobody Tells You A few things I learned that I'd want someone to tell me on day one: Clicks don't equal conversions. I was celebrating clicks early on, but the real metric is the conversion rate. A click is just curiosity. A conversion is trust. Beginner content converts better. My most time-intensive article (a 2,200-word beginner's guide) drove the highest-quality traffic. Beginners don't have strong opinions yet, so they actually follow recommendations. My more technical content got more clicks but worse conversion rates because experienced developers think they know better. Recurring commissions change the math entirely. With a one-time commission structure, my month one earnings would have been the ceiling. I'd have had to find new customers every month to keep earning. With 8% recurring, my month two earnings included payments from referrals I'd converted months earlier. That's the difference between affiliate marketing as a side hustle and affiliate marketing as a real business. Content compounds in slow motion. The article I wrote in week two was still my best performer in week eight. SEO is a delayed-reward system. You write, you wait, you earn. # # Where Things Stand Now I'm currently in month four, and I can tell you that the trajectory is genuinely exciting. My articles keep ranking for new keyword variations, my click count grows month over month, and the recurring commissions keep stacking. The exact dollar figures I'll save for my next monthly breakdown post (this is build in public, but I'm still going to wait until I have a full quarter of data before sharing the real total). What I can tell you is this: I'm now earning more from affiliate links in a single week than I made in my entire first month. The system works if you stick with it past the awkward early phase. # # Why I'm Recommending the Global API Affiliate Program If you're a developer who writes about AI, builds with AI APIs, or has any kind of audience that overlaps with the developer community, here's my honest take on the Global API affiliate program. The recurring commission structure is the entire reason this experiment turned into a real income stream. The 15% first-order commission is generous on its own, but the 8% recurring on monthly renewals is what makes it a long-term play. Premium tier referrals bump that to 10% recurring, which is rare in this space. And the platform itself gives affiliates something concrete to recommend: 150+ models, a unified interface, and a developer experience that actually delivers on what it promises. You don't need a massive audience to get started. I started with 2,000 monthly blog visitors and 800 Twitter followers. What you need is the willingness to write genuinely useful content and the patience to let it compound. I'm sharing the signup link because it's the program I actually use, the one that actually pays me, and the one I'd recommend to a friend. If you want to check it out, here's where to sign up: https://global-apis.com/affiliate Pull up my income dashboard screenshots anytime. Build in public means you see the real numbers, the real dry spells, and the real results. I'm just getting started.
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