Turn vague ideas into structured projects and connect with AI-first builders who ship fast. Our platform reduces failed projects through intelligent scoping and enforced delivery standards.
Most software projects fail due to unclear requirements and mismatched expectations
Clients don't know what to ask for, leading to endless revisions and disputes
No enforced standards mean code that works today breaks tomorrow
Comparing proposals is impossible when each builder structures them differently
We solve these problems with intelligent automation and clear guardrails
Your vague idea becomes a professional project brief automatically
Know upfront if your project is suitable for rapid AI-assisted development
AI normalizes all proposals so you can compare apples to apples
Builders must deliver repo, deployment, docs, and tests to get paid
Go from a rough idea to a working product in five simple steps
Start with a rough description of what you want to build. Don't worry about technical details—our AI handles that. Just explain the problem you're solving and who it's for.
“I want an app where local restaurants can list their daily specials and people nearby can see what's available and order for pickup.”
Our AI transforms your idea into a professional project brief with structured requirements, suggested features, tech stack recommendations, and clear milestones.
Our proprietary scoring system analyzes your project across 8 dimensions and tells you exactly how suitable it is for rapid AI-assisted development—before you spend a dime.
Receive proposals from matched builders. Our AI normalizes every proposal into the same format so you can easily compare scope, timeline, milestones, and pricing—no more guesswork.
Track progress through milestones. Each milestone has clear acceptance criteria—approve only when the deliverables meet your requirements.
Stop wasting time on unclear projects—work on well-scoped builds that match your skills
Showcase your skills, tech stack expertise, and portfolio. Select which lanes you work in (Prototype vs Production).
Our smart matching shows you projects that fit your skills. Filter by stack, budget, lane, and timeline.
Submit proposals that AI normalizes for fair comparison. Deliver artifacts, track approvals per milestone.
Projects are categorized by complexity to set clear expectations from the start
Perfect for validating ideas quickly with minimal investment
1-4 weeks
For projects requiring robustness, security, and scalability
4-12 weeks
Some projects need more clarity before they're ready for building
Use our AI to identify missing information and refine your brief before publishing
Our AI evaluates 8 dimensions to determine project viability
How clearly defined is the problem and solution?
Are success metrics and deliverables specified?
Does it involve PII, payments, or regulated domains?
How many external systems need connecting?
Are wireframes or designs provided?
Is the expected delivery timeline achievable?
Does the budget match the scope complexity?
What are the long-term maintenance expectations?
Track progress through clear milestones. Approve work only when deliverables meet your requirements, then handle payment directly with your builder.
Note: ViberrMarket does not process payments. All financial transactions happen directly between clients and builders outside this platform.
Each milestone has defined criteria that must be met before approval
Builders mark milestones as paid to track earnings
Evidence-based review using artifacts and acceptance checklists
Built specifically for the AI-first development era
Vague ideas become structured briefs with clear requirements, reducing miscommunication and disputes.
Projects are categorized upfront so both parties know exactly what quality level is expected.
Builders must provide repo, deployment, docs, and tests—no cutting corners.
Milestone-based approval with clear acceptance criteria ensures quality delivery.
Verified builders with on-time delivery rates, documentation scores, and lane specializations.
Start with a prototype, then add a hardening sprint to make it production-ready.