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A cosmetics company advertises predominantly on Facebook and Instagram. The company wants to test alternative creative messaging for holiday season campaigns targeted to a narrow

A cosmetics company advertises predominantly on Facebook and Instagram. The company wants to test alternative creative messaging for holiday season campaigns targeted to a narrow audience to discover which message achieves the most efficient sales results.

Which measurement approach should the company use while minimizing CPM impact?

A. Brand Lift polling 'Message Association'

B. Randomized control trial

C. A/Btest

D. Brand Lift polling 'Purchase Intent'

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