Atoms is a vibe business team that turns your ideas into business. It researches your market, designs the product, builds frontend and backend, connects auth and payments, and ships a live app you can charge for, not just a prototype
Hey PH 👋 I’m Mike, team lead for Atoms.
For the past few years we’ve been obsessed with one question: can an AI team build a real, profitable business, not just a nice demo?
Atoms takes a raw idea and runs the whole chain: research → design → build → launch → traffic → revenue. My job is to make sure the AI makes sane trade-offs and actually ships.
Happy to answer anything about how we run multi-agent “teams”, how we evaluate business ideas, or what breaks when you ask AI to own a full P&L.
I've been building with Atoms for sevral days, pleased so far, even did your survey, hoping to hear back on whether it was accepted (search from my ph username for that).
Best of luck with the launch and building this out further!
Love the concept! I signed up, built a prototype, and exported the code. It looks well-structured with clear separation of concerns. Also love @jaceperry's idea about vibe marketing.
Congrats on rocketing to the top of the leaderboard! I’m curious what the final launched products coming out of Atoms are like. Do you have any example businesses that have launched via Atoms and are actively open to new users/customers?
Wow, really impressive work! Love how simple and clean everything looks.
Quick question: can Atoms be used just to research and evaluate ideas, without actually building or launching them?
Love the ambitious project! Do you have plans to add a vibe marketing type feature once the product is shipped? I believe whoever can build such tool will connect the dots for many dead products on the internet.
Hey guys! Amazing work actually.
The research part of it and the data visualisations is what excites me most actually as a builder, as this is kind of a bottleneck.
Having it also build everything and launch … oh well 😬Curious to see where this goes in the long run!
Best of luck with the launch!
Can an AI team build a real, profitable business - not just a nice demo? that's the right obsession. owning research, design, build, payments and even shipping is some serious vibe coding. congrats on the launch!
The idea of having an AI team that actually focuses on the P&L and making a business profitable is a fresh take. How do you handle the trade-offs when the AI team suggests something that might be faster to build but less ideal for long-term GTM strategy?
Congrats on the PH launch — I’m genuinely intrigued by how you’re framing this as an “AI business team” instead of just another code generator. A lot of tools can spit out UI and even decent scaffolding, but the real pain is stitching everything together into something you can actually ship and charge for. If Atoms can consistently help with the messy middle (decisions, trade-offs, wiring auth/billing, deploying without everything breaking), that’s a huge unlock for solo builders.
Market research and SEO are real pain points for OPC teams, and an all-in-one approach makes a lot of sense. But stitching together so many expert-level workflows is hard. How do you manage the domain expertise across research, SEO, and content creation?
How it is different from the existing coding tools to build an app from protype to production.
Congrats on the launch — love how Atoms runs the full idea‑to‑live‑business loop for solo founders.
I like the term vibe-business, I can’t tell how many people get stuck from making revenue out of their creative business ideas. It brings people to the future form of funding a business
This sounds promising! Selling product is not just creating, so many moving parts, including marketing, how do you handle social media marketing?
For SEO, do you generate content outlines, full pages, internal linking, and metadata strategy?
The promise of shipping a chargeable app (auth + payments + backend) instead of a shiny prototype is exactly what builders need. Rooting for this.
This is one of those products where the “workflow” is the product. Love the focus on the whole chain, not one tiny step.
The deep research angle is what stands out for me. So many tools just rush to generate UI and code. Having something that tells me when an idea is weak before I invest time is super valuable.
