An advertiser is going to launch a Facebook campaign and use a new audience strategy. The analyst wants to measure the impact that this new audience strategy has on purchase intent.

What measurement approach should be used to estimate the true causal effect of this activity?

A. Marketing mix modeling

B. Data-Driven Attribution

C. A/B test

D. Randomized control trial

(Please explain your choice)