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About Vibepilot

What we do

Vibepilot turns any AI prototype link into quick, high-signal user feedback. Paste a live link, pick 2–4 focused questions, share, and get real insight in minutes—not days.

Our unit: the Signal Test — a lightweight micro-survey built for builders, not research ops.

Why we exist

Shipping fast is easy. Knowing what matters next is hard.

Traditional research tools are heavy, slow, and optimized for long studies. AI prototyping moves faster than that. Vibepilot gives founders, PMs, designers, and engineers a tight feedback loop so they can keep building with confidence—not guesses.

How it works

1. Paste your live link

Replit, Vercel preview, Figma prototype, Lovable, v0… if it's shareable, it's testable.

2. Design your Signal Test

Choose 2–4 focused questions (or use our defaults).

2–4 focused questions. Real signal, zero friction.

3. Share your link

Stealth or public. Open to anyone—no account required for respondents.

4. See the signal

Responses roll in instantly. Skimmable summaries, voice notes (optional), and standout insights you can act on now.

What makes it different

Signal over noise

Short, structured prompts that uncover what actually lands.

Builder-speed

Set up from your phone. Get insight mid-sprint.

Account-free responses

People can give feedback without creating an account.

Contextual by default

Test against the real link, not a static screenshot.

Founder Mode

Pressure-test with other builders: "What are the biggest risks?" "What's missing?"

Who it's for

Founders & Indie hackers validating ideas in the wild

PMs & Designers shaping specs, flows, and feature bets

Engineers shipping prototypes and wanting quick reads before/after merge

Privacy & respect

Respondents can stay anonymous; no account required.

We store a lightweight device token to prevent duplicate submissions.

Private tests are only accessible by link. You control visibility.

Pricing

Free to start. Run your first Signal Test in under a minute.

Teams and advanced targeting arrive next.

Our principles

  • Tight loops beat perfect plans
  • Clarity is a feature
  • Less form, more signal
  • Build in public when it helps the community