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Product · Experiments

Prove the change still works for people

After you ship for AI, test on live visitors. Traffic shifts toward what converts — so a recommendable page still sells.

Start freeSee Page auditing

MAB · Live

t1/4

Hero CTA copy experiment

  • Variant A
    25%
  • Variant B
    25%
  • Variant C
    25%
  • Control
    25%

AI-ready copy still has to win with people. Weak arms lose traffic — the winner keeps learning.

From finding to live test

Audit variants become experiments on the real page — preview, start, or queue behind the slot that’s already live.

Traffic follows what works

A multi-armed bandit shifts visits toward the stronger copy. Weak arms fade. No leftover 50/50 report.

Adopt the winner

When the evidence is enough, roll the winner out — or keep control if people didn’t buy the AI-ready change.

AI-ready still has to win with people

Start free with your site. Ship the change, then prove visitors still understand — and convert.

Start freeTalk to us