A/B testing is universally recognized as the gold standard of data-driven decision-making in the digital landscape. By comparing two versions of a webpage, app interface, or email marketing campaign, businesses can systematically isolate variables and determine exactly what drives user engagement and conversions. However, the scientific integrity of any split test rests entirely on its
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