Hi Product Hunt 👋 I built ABtest because survey data has a bot problem. Industry estimates put 15–40% of online panel responses as bot- or fraud-suspected, and every tool deals with it by filtering after the fact. ABtest deals with it structurally. It runs as a World App mini app, so every respondent has passed World ID iris verification — one person, one answer, enforced at the protocol level. Bots and duplicates aren't filtered out; they can't get in. A few things from shipping this: — Our first app review got rejected because low-quality answers weren't paid. We rebuilt the policy: every verified human gets paid, no exceptions — quality filters only affect the report, not the payout. That rejection produced our most important trust feature. — We named the app with the app itself. "ABtest" beat "Which One" 84:16 among 45 verified humans. — Since launch: 357 responses from 13 countries, every single one paid out in USDC within seconds of answering. If you're stuck between two designs — app icons, landing pages, packaging, logos — comment here and I'll run a test with 100 verified humans for you. Free right now.

ABtest

A/B tests answered by verified humans, not bots

A/B tests answered by verified humans, not bots