A/B Testing Lab

one variable per test

A/B testing tells you what's working — but only if you test one variable at a time and reach statistical significance before drawing conclusions. Enter two variants, log the results, and the lab tells you the winner, the confidence level, and what to scale next.

Opening line: Highest leverage variable. Change only this field between Variant A and Variant B. Keep everything else identical.

AI variant generator

claude opus 4.6

5 alternative opening lines — one per approach: job signal, funding/growth signal, direct problem, counterintuitive observation, peer reference. Five testable variants in 30 seconds instead of 30 minutes.

Variant A (control)

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Variant B (challenger)

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