Stop Building in the Dark.
Most founders skip validation because it's hard. They build the MVP, launch it, and realize too late that the market is saturated or the problem doesn't exist.
Confidence comes from data. Our AI acts as your research team, scanning thousands of sources in seconds to check your assumptions.
The Research Layer.
We automate the due diligence process. Input your idea, and our AI agents run a 3-step verification process before you write a single line of code.
Competitor Recon
We identify direct and indirect competitors instantly. We tell you exactly what they are missing.
Risk Assessment
We analyze market sentiment. Is this a growing trend or a dying fad? We give you a Verdict.
AI-Native Spec
We convert this research into a optimized Context File for your AI Code Editor (Cursor, Windsurf, etc).
Stop Guessing.
You don't need another generic AI chat. You need a dedicated research analyst and product strategist. We provide both.
- Market ReconnaissanceWe scan the web to find direct competitors, verified sources, and real user complaints.
- Strategic VerdictOur agent gives you a 'Go/No-Go' analysis based on market saturation and opportunity.
- Founder-Grade PRDCopy-paste our technical spec into Cursor, Windsurf, or Lovable to build exactly what the market needs.



