Open Project
Idea Stress-Test Engine
Real-time, search-grounded analysis of business ideas — across market demand, competitive pressure, monetization fit, and failure risk. Built for founders who want signal, not reassurance.
What this is
Structured pressure-testing before you commit.
Most idea feedback is opinion. This runs your concept through a structured analysis pipeline grounded in live search data — surfacing real market signals, competitive blind spots, and monetization friction before you invest time or capital.
Free to use. Limit: 2 analyses per device per day.
Contribute
Fork it. Improve it. Ship it.
The repo is open. Pull requests are welcome. If you find a way to make the analysis sharper, the output cleaner, or the pipeline faster — open a PR or reach out directly.
- Code — frontend polish, backend reliability, structured output handling, and test coverage.
- Feedback — use it on a real idea and tell us what the analysis got wrong or missed.
- Distribution — incubators, accelerators, research communities, or founder networks who want to plug this in.
Progress
What is built and what is next.
- Shipped: live idea submission, multi-step analysis pipeline, result cards, scoring radar, and public frontend.
- Shipped: real-time search-backed analysis with structured outputs, cached results, and background polling.
- Next: sharper explanations, more reliable structured responses, and side-by-side idea comparisons.
- Next: public contribution docs, cleaner deployment pipeline, and expanded external testing.
Backing
Built for global scale.
The architecture is already different — real-time market data, structured multi-agent reasoning, no static opinions. What additional support unlocks is velocity: better analysis depth, broader language support, and stronger infrastructure to evolve into a serious decision layer for founders worldwide.
If you believe in tools that replace guesswork with evidence, collaboration or support is welcome.
sskg@syperith.com