ExperimentalComing Sooncoming-soon

Demand Discovery Engine

A 72-hour business validation interface for exploring market demand, evidence, and opportunity signals.

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Demand Discovery Engine

The analytical interface is maintained in its own deployment and codebase. This page records the system boundary, source, and launch state.

How it works

The app uses a Next.js interface and AI-backed agent modules to organize validation evidence and business hypotheses.

Why it matters

Fast validation helps separate real demand from interesting but unsupported ideas.

What I learned

Business research tools need structure as much as generative output.

Limitations

No GitHub remote was found from the workspace. AI features depend on API configuration.

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Adjacent systems.

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