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Why do my test results not match real-world outcomes?

Experiments show wins but results don’t hold up.

S: At plus twenty-three percent, the multivariate test result looks like a clear win. C: The mechanism is a test design mismatch. I: Programs that run multivariate tests on pages without sufficient traffic to reach significance across all combinations produce directional results that are treated as statistically