I launched 3 AI tools and got zero sales — here's what actually worked
Last year, I built and launched three different AI tools over the span of 7 months. Total sales after all three launches: $0. Not a single paying customer.
Each time, I thought the next one would be different. Better landing page. Better pricing. Better product. But the result was always the same — crickets.
Here's the thing I was missing: I was building products nobody knew existed.
The turning point came when I stopped obsessing over the product and started obsessing over distribution. Specifically, I started building in public on X/Twitter.
I committed to posting daily about what I was building — the ugly parts, the failed experiments, the small wins. Not promotional junk, just honest updates. After 60 days of consistent posting:
- Grew from 200 to 3,400 followers
- First 10 beta users found me through a single thread about a failed launch
- Started getting inbound DMs from people asking to pay for what I was building
The product hadn't changed. The only thing that changed was that people could see the work happening.
But here's the honest truth nobody tells you: posting consistently every single day is exhausting. Between building, shipping, and replying to users, finding time to craft quality threads and posts was killing me. I'd skip days. My engagement would dip. It was a vicious cycle.
That frustration is actually what led me to build xbeast.io — an AI tool that helps automate X posting while keeping the voice authentic. I needed it myself before I sold it to anyone else.
Anyway, fast forward to today: I have two products with actual paying users, and the third one is in a drawer where it belongs. Distribution > Product, until you have both.
What's the one thing you've tried for distribution that surprised you with how well it worked?
"Nobody knew they existed" is the whole game. My surprise: for a small account, your own posts barely get shown — organic reach on originals is near zero until you have size. What actually moved the needle was replies. Thoughtful replies on big accounts in my niche put me in front of their audience instead of my ~30 followers. Building in public worked for you through threads; for me it's been the reply strategy — same principle (be where the eyeballs already are), different surface.
The "building nobody knew existed" line hit close to home — I just shipped an iOS app and spent way more time polishing the swipe interaction than thinking about how anyone would find out it exists. To answer your closing question: sharing the build honestly in an app-specific subreddit (not a generic "check out my app" post, more of a "here's the actual product tradeoff I made and why") got noticeably better engagement than I expected, way better than I assumed a brand-new account with zero karma would get. Small sample size so far, but it matches what you're describing — people respond to the reasoning, not the announcement.
this is painfully accurate
a lot of people in ai right now are over-optimizing product when the real bottleneck is just attention. if nobody sees it, it literally doesn’t matter how good it is
the “product didn’t change, visibility did” part hits hard. i’ve seen the same thing where one post or thread brings more users than weeks of building
also agree that consistency is the real cost. everyone says “build in public” but posting every day while actually building is a grind
interesting that you ended up building a tool out of that pain, that’s usually a good sign
one thing that surprised me on distribution is how well just sharing specific problems works vs generic updates. like instead of “building x feature”, posting “this broke and here’s why” or “i tried this and it failed” gets way more traction and actual users
people don’t really care about the product at first, they care about the story around it
This resonates a lot with what I'm
going through right now. Been
building Reportify for a while,
consistent building-in-public on
Instagram instead of Twitter, and
the pattern you describe is real,
distribution genuinely does matter
more than I initially thought.
The thing that surprised me most
so far is honestly sharing failures
and rejections publicly, like when
someone said no to a pricing offer.
Those posts seem to get more genuine
engagement than polished pitch style
content ever did.
How did you handle the exhaustion
of daily posting before building
xbeast, did you have a specific
system or just push through it
manually for those 60 days?
Really honest post, and the “people could see the work happening” part feels key. Build-in-public probably worked because it created trust before the product had to sell. People did not just see a launch link. They saw the process, the failures and the thinking behind it. That makes the product feel less like a random pitch and more like something they already understand
This resonates a lot. Many founders spend months perfecting a product while assuming users will magically appear. The biggest lesson here is that visibility isn't optional—it's part of the product. Building in public not only attracts users but also validates ideas before you invest too much time. The fact that your first paying customers came from sharing failures instead of polished marketing says a lot. Thanks for sharing the journey so honestly. Wishing you continued growth! 🚀
I'd be interested to know - how did you grow your following? I've gone through periods posting on X/Twitter and I don't see how others are likely to find me. I know my content is often interesting from engagement on other platforms, but X/Twitter feels like I'm posting into the void.
Zero sales three times before fixing distribution is a lesson most people pay a lot more to learn, so thanks for writing it down. I'm earlier than you — validation stage on a client-reporting tool for small agencies — but distribution already surprised me once: I mapped out the obvious subreddits to share a validation survey in, and three of the four explicitly ban surveys and market research in their rules. Would have burned the account on day one. The underrated channel turned out to be r/SampleSize, a subreddit that exists specifically for surveys — going where research IS the content instead of an interruption. Tiny sample so far, but "read the community's rules before the growth playbook" already saved me from starting this journey with a banned account instead of a distribution channel.
distribution > product until you have both is exactly the lesson that took me way too long to learn too. i had something i was proud of and just assumed people would find it. they didn't. the build in public angle works because you're doing distribution and product feedback at the same time. one q though - did the followers actually convert, or did the daily posting just force you to talk to real users? curious where the sales actually came from
This really resonates with me. I went through the exact same cycle — launched multiple API products, spent weeks polishing the landing page and tweaking pricing, and got zero traction. The moment I started sharing the actual build process publicly (including the parts that didn't work), people started paying attention. The insight about distribution creating a feedback loop that shapes the product is spot on — without visibility, you're building in a vacuum and you don't even know if you're solving the right problem. The burnout from daily posting is real though, and I think finding a sustainable cadence (even if it's not every single day) is the long-term key.
Jack, this really resonates. The Twitter daily grind is effective for reaching builders and founders, but I've noticed it's platform-specific. For B2B SaaS, communities like IH and niche forums convert way better because the right people are already gathered. Maybe the real lesson isn't just 'distribution > product' but 'distribution to the right audience on the right platform.' Did you find Twitter worked specifically because of your audience, or would a different channel have worked just as well?
This matches what I'm seeing too, just launched a $17 guide days ago and the product being good isn't what's stopping sales, visibility is. What I'm testing right now instead of daily posting: giving away the single most useful chapter for free wherever the right audience already hangs out, and only pointing to the paid version at the very end. Feels less exhausting than a constant posting cadence since it's one solid piece of value doing the work instead of a daily grind, but it's early so I don't have results to report yet. Curious if anyone's compared "give away your best chapter/feature free" against the daily build-in-public approach directly.
Distribution is key to making any revenue at all. A good entrepreneur needs channels where people can hear, read and discuss what you have you are doing. Without it, you won't get very hard. I'd be interested in hearing how you built up the following? How did people find your posts and X account?
Jack, this hits hard. I launched a couple of AI tools last year as a solo dev and got absolute zero sales across all of them. Same cycle better landing page, tweak pricing, polish the product still nothing. Completely agree that distribution was the missing piece. Started posting more consistently about the actual building process (failures included) and it slowly started bringing in beta users and inbound interest. The product didn’t magically improve — people just finally saw it existed. The daily posting grind is the real killer though. I burn out and skip days too, then engagement drops.
One thing I'd add is that distribution doesn't replace product—it creates the feedback loop that shapes it.
Without people seeing what you're building, it's hard to know whether you're solving the right problem in the first place.
Hello,
This is really an interesting topic. I think every independent developer struggles with this, including me... Unfortunately....
I've tried so many things to promote my software, to at least get it to people who would try it for free, but nothing. Lots of Reddit posts, promotional videos, Instagram posts. It's a hard and long road!