How Does Testing Too Many Elements Affect Data Interpretation?
When multiple elements are tested simultaneously, the data becomes muddled. For instance, if you change the subject line, CTA button, and email layout all at once and see an improvement in open rates, itâs unclear which change caused the improvement. This lack of clarity can mislead your future [email marketing](#) strategies.