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With a little luck, Android users in Kentucky referred by Google, iPhone users in Nebraska referred by Direct and Desktop users in NJ all preferred the redesign. Just as your audiences, conversions, revenue, traffic, etc. x 2000 = 100 statistically significant results purely by chance. A one size fits all answer isn’t really possible.
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