Observed behavior → safe experiment → learning

Conversion funnels, findings and experiments

Every finding here traces to real evidence: a Website QA finding, a measured funnel drop, or observed form abandonment. Experiments never touch a checkout, billing, login or legal page without an explicit override, and a winner is never declared before the minimum sample is reached.

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Evidence-backed

Conversion findings

Hypothesis → result

Experiments

Distinct-visitor, denominator-honest

Funnels