All Use Cases / Deep Research

AI Market Research Agent

Research your market before you build so you launch something people actually want.

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Feature Highlights

Build with AI agents, customize visually, connect your backend, and preview every change as you go.

Ads Specialist

Ads Specialist

Scale growth with less manual work. Ads specialist handles campaign creation, tracking, and optimization.

Race Mode

Race Mode

Run your prompt across multiple models to instantly get the best version.

Atoms Cloud

Atoms Backend powers your apps with a full-stack backend including user login, database, integrations, and scalable hosting.

Deep Research

Let Iris research complex topics, verify reliable sources, and turn insights into structured reports you can export or transform into deliverables.

Visual Editor

Bring your exact design to life. A visual editor to adjust layouts and components quickly.

Loved by thousands of product creators

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Chubby@kimmonismus
I just turned a raw idea into a revenue-ready business in under 15 minutes. No hiring, no weeks of development. Just me and the right AI agents.
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JohnnyTube@JohnnyTubeTube
Atoms AI feels like the next evolution of coding tools. It’s not just writing code. It gives you an AI team that can research, build, deploy, and help grow a product.
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Alvaro Cintas@dr_cintas
Atoms just made every other AI builder feel slow. Instead of one agent working step-by-step, multiple agents race to build your app simultaneously. You just pick the winner.
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Alex Ziskind@AZisk
I like that you actually checked the rendered output instead of just judging the model by price or speed. For me, this is the right way to test these tools: not “which model sounds smartest,” but “which one gives me something I can actually keep working with.”
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Damian Malliaros@softwaregent7443
Most AI coding tools stop at “here’s the app.” This was more interesting because Atoms kept the business context in the loop. This feels less like replacing Claude Code or Antigravity, and more like changing the scope of what the tool is supposed to handle.
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Odetta Rockhead@RockstarAcademy
I typed ONE prompt into Atoms AI — and it helped build an entire online business, including a website, backend, user login, database, Stripe payments, SEO content, and Google Ads support.
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AI 겸임교수 이종범@aiadjunct
A crazy AI tool has arrived that can connect payments with just one line of prompt. Atoms, a vibe coding service where seven AI agents build a full-stack app for you, even if you don’t know how to code at all. Six AI agents divide their roles like a real development team, work in parallel, communicate with each other, and produce the final result.
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Wealth Wisdom@Officialwealthwisdom
What stood out to me is that the app didn’t start from a blank prompt. It started with research. This is the part AI app builders need to get right: not just generating screens, but helping you decide what should exist in the first place.
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Javi Galué@TheEvolutionMind
A REAL and PROFITABLE business in 30 minutes with AI! I try Atoms, formerly known as MGX or MetaGPT X, an AI platform that lets you create complete web applications without knowing how to code.
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Blog With Ben@blogwithben
Instead of stitching together tools or hiring a full team, Atoms lets you describe your idea and builds the entire business for you, including authentication, database, Stripe payments, dashboards, and deployment.
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From Market Question to Actionable Report in Four Steps

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01

Define Your Market

Name your industry, target audience, or product category. Ask a specific question or request a broad landscape analysis. Plain language.

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02

The Agent Gathers Data

The research agent scans competitor products, pricing pages, review sites, industry reports, and public data sources. It collects and cross-references information in real time.

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03

Review the Report

You receive a structured report with competitor breakdowns, market sizing, audience segments, pricing benchmarks, and strategic recommendations. Every finding is cited with sources.

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04

Build on What You Learned

Use the research to inform your product. If you are ready to build, Atoms can take the same findings and generate a full-stack application based on validated demand.

Atoms Pricing - Plans for Every Builder & Startup

Free to start. Flexible to scale.

Frequently Asked Questions

Turn ideas into products that sell