Run a clean A/B test, not a muddy one
3am, want to test a headline. Do it clean or learn nothing:
— Change ONE variable. One. Headline OR image, never both
— Same audience, same budget, same start time
— Let it run to 50 conv per arm before calling it
— Stat tie? Keep the cheaper-CPM winner
Change two things, learn zero. Lock one variable on your next test.
Buyer's Trenches
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Run a clean A/B test, not a muddy one
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