Describe it. We'll

Describe an idea. We'll research it, validate it, design it, and deploy it — or honestly tell you not to.

Free to start · No code · All outcomes

How it works

From a half-formed idea to a built MVP —
or an honest call to stop.

Describe

Tell us your idea in plain words.

Type a sentence or paste a paragraph — no spec, no diagrams, no jargon. A short conversational intake asks the few clarifying questions that matter, then hands the rest to the engine.

Research

Real evidence. No cheerleading.

We comb the live web for real demand signals, competitors, and the workflow your customer actually has. Every market claim links to a source URL — nothing fabricated, nothing softened.

Validate

BUILD, KILL, or PIVOT — honestly.

The verdict surfaces the assumption your idea quietly makes about how customers work. It stays UNPROVEN until you log real customer conversations — and we hand you the exact Mom-Test questions to ask.

Design

Pitch deck, app, website — designed from the verdict.

Once the verdict lands, we generate the pitch deck investors will actually read, the app screens that match what validation found, and the marketing site that pitches it — all from the same brand and the same evidence. One source of truth across every artifact.

Build

Your MVP, generated and shipped.

We generate the app, run every line through a security filter, and push it to your own GitHub. No terminal, no deploy commands, no engineer — the code is yours and it isn't embarrassing.

What makes us different

Four things, in order.

"Build your startup without code — and without the lies." The accessibility is the hook. The honesty and the security are why the thing you ship is real.

01 · The hook

End-to-end. No code. No deploy commands. No engineer.

Most AI builders stop at "here's a project, good luck." We don't. You go from raw idea → validation → designs → pitch deck → a real, deployed working app — without ever opening a terminal or learning what a build pipeline is. Built for first-time, non-technical founders who can describe what they want in plain words.

Describe the idea in one paragraph. No spec required.
Designs, deck, and the app itself come out the other end.
Pushed to your own GitHub — the code is yours, not locked into our platform.

02 · The twist

Honest verdicts. We won't cheerlead you into building junk.

Every other AI tool flatters your idea. Ours is built to be skeptical by default. You get BUILD, KILL, or PIVOT — with every claim sourced to live web research, and the hidden assumption your idea makes about how customers actually work named out loud. A BUILD verdict is never given on data alone; it stays UNPROVEN until you log a real customer conversation that confirms the workflow holds.

Every market claim links to a real source URL. No hallucinated competitors.
Surfaces the assumption your idea is quietly making — before you build on top of it.
Generates the exact Mom-Test questions to ask 3–5 specific people.

03 · The safety net

A security filter on every line of generated code.

Vibe-coded apps ship secrets, leak data, and fail closed on no one. The code we generate runs through a security filter before anything reaches your GitHub — it refuses to hardcode secrets, fails closed on insecure patterns, and blocks the push when something dangerous slips through. The app you ship is one a real engineer wouldn't be embarrassed by.

Refuses to hardcode API keys, tokens, or credentials.
Fails closed: insecure code blocks the push, not just a warning.
Catches the classes of bugs that show up in every "my AI built this" postmortem.

04 · The connective tissue

One continuous memory across validate → design → build.

The validation step knows what the research found. The designer knows what the validation killed. The builder knows what the designer chose, and why. Nothing gets re-prompted, nothing gets lost in translation. Your pitch deck reflects the verdict; your app reflects the deck; your iterations reflect the conversations you logged.

Decisions made in validation carry into design and build, unchanged.
Re-validate any time — the loop, not a one-shot report.
When you log a real conversation, every downstream artifact knows.

vs. the rest

Honest validation. Secure build. No magic.

The other no-code AI tools want you to feel good. We'd rather you feel right.

Topic

Typical AI builder

figurr

Verdicts

—Every idea gets a thumbs-up. Validation theater.

BUILD / KILL / PIVOT. A BUILD is conditional until you log a real conversation.

Sources

—Confident, made-up market sizes. Competitors that don't exist.

Every market claim links to a source URL. No source, no claim.

Generated code

—Hardcoded API keys. Leaky endpoints. Ship-it-and-hope.

Security filter. Refuses to hardcode secrets, fails closed, blocks the push.

Handoffs

—Validate in one tool, design in another, build in a third. Context gone.

One memory. Validation → design → build all know what the others found.

Who it's for

—Engineers who already know what they're doing.

First-time, non-technical founders. Describe it; we ship it.

FAQs

Honest answers.

No. The whole point. You describe the idea in plain language; the platform handles validation, designs, the pitch deck, and the working app. The code is pushed to your own GitHub so it's yours to keep, even if you never read a line of it.

Be the next

Describe an idea. We'll research it, validate it, design it, and build it — or honestly tell you not to.

Figurr

How it works What makes us different FAQs

Describe it. We'll figure it out.figure it out.