Use case
Validate the idea before you build it.
Pressure-test demand, the real problem, and who actually has it — with live market research and 100+ AI agents — before you write a line of code.
Most ideas die because the demand was never there.
Founders fall for the solution and skip the question of whether anyone wants it. Months of building later, the answer arrives as silence. The cheapest way to learn it is before the first commit, not after.
Find out who's already solving it.
Live market research runs competitor discovery and deep research, so you see the landscape and the gaps before you commit to anything.
Name the real problem and buyer.
Agents build out your target audience and pain point documents, turning a hunch into a sharp, testable hypothesis.
Track what you're betting on.
Risks, assumptions, and hypotheses live in cross-linked registries, so every open question stays visible until it's answered.
Inside the workspace
What does the work.
Keep reading
Guides for this step.
FAQ
Questions, answered.
- How fast can I get a read on my idea?
- Describe it in a sentence, answer a short Smart Brief, and the agents draft your Foundation plus initial market research in a single sitting.
- Where does the market data come from?
- Live market research — competitor discovery and deep research run on demand, so the landscape reflects what's out there now, not a stale snapshot.
- What if the idea doesn't hold up?
- That's the point. The registries make weak assumptions obvious early, so you sharpen the idea or change direction before you've spent the build.
Put the whole team to work.
100+ AI agents and proven frameworks, from your first sentence to product-market fit.