Preference testing
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Compare anything.
Find what people really prefer.

Research should feel like voting, not filling out a survey. People tap A or B — CHOOS uses AI and unique ranking mathematics to build a statistically reliable decision, faster and cheaper than traditional A/B tests or focus groups.

Live demo

Which of these designs feels more premium?

0 / 3

Tap a card — that's the whole respondent experience.

How it works

  1. 01

    Add options

    Images, text, links — 2 to 64 of them.

  2. 02

    Share

    One link. Web or Telegram.

  3. 03

    People choose

    A vs B, one tap at a time.

  4. 04

    Get the winner

    Ranking, confidence, decision.

The CHOOS decision engine

Smart Ranking

Behind every tap is a proprietary ranking engine: adaptive pair selection, Elo-style ratings and Bayesian confidence — all powered by AI. You get mathematically reliable results with fewer respondents than a focus group and in hours, not weeks.

A decision, not a percentage

Instead of a flat "53% voted for A", CHOOS calculates the probability that each option is the true winner. AI turns pairwise choices into a ranked, mathematically confident decision — no guesswork, no expensive panels.

AI + Math, not guesswork

Every comparison feeds a machine-learning ranking model. The result is not a vague preference — it is a statistically grounded decision with confidence intervals and win probabilities.

Too many options? CHOOS.

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