For companies
Conduct market research instantly.
Vibe Vote reaches thousands of developers in the one moment they're idle and happy to weigh in, the dead air while their AI agent works. Ask your question, get back genuine aggregate sentiment from real humans, no survey panels, no bot farms.
How it works
Tell us your question + budget
Pick a would-you-rather (or a straight A/B opinion) and set a budget per 1,000 responses. That's it, no panel recruiting, no survey tooling.
We screen it
Every question is reviewed before it serves (fail-closed: nothing unscreened ever reaches a voter). Approved questions enter the rotation.
It surfaces in the dead air
Your question appears to vibe coders in the wait while their AI agent works, a single tap, never a survey wall. You reach people in flow, not a paid-panel mindset.
You get real-time, aggregate sentiment
Watch the split move live (e.g. “68% chose A”), fully aggregated and anonymized. The response-time distribution comes with it as a built-in quality signal.
The guardrails on your data
You're paying for genuine human opinion, so we work hard to keep bots and trigger-finger noise out of the numbers. At a high level:
No trigger-finger votes
Every vote is timed server-side from a signed show-token (never the client's clock). Votes cast faster than a human could actually read the question are discarded and never counted toward your results.
Bot + velocity defense
Velocity caps and behavioral bot-scoring flag accounts that vote too fast or too regularly; flagged accounts are excluded from the tally, scoring, and payouts. Account creation is rate-limited and proof-of-work gated to stop mass fake signups.
Honest, aggregate-only results
We report real vote counts (never inflated) as anonymized aggregates. The response-time distribution ships alongside every result so you can see the quality of the responses for yourself.
Screened questions only
Moderation is fail-closed: a question only serves once it's approved, so your brand sits next to content you'd expect, and so does everyone else's.
How payouts work
Voters keep the majority
When someone votes on your paid question, they keep most of what you paid for that vote, 90% for founding members, 72% standard. Sharing the upside with voters is what keeps real humans engaged (and keeps the data honest).
Paid, verifiably
All balances are tracked as integer cents (never floats). Payments run through Stripe with idempotent, signature-verified webhooks, and your results unlock only once payment has settled. Paid voting isn't live yet; rates and terms may change before launch.
Get on the list
Tell us about your company and your budget per 1,000 responses, and we'll reach out the moment sponsored questions go live.
Sponsored questions are not live yet. We'll only use your details to follow up about it. See our privacy policy.