Pro question

Prove paid social is actually incremental

Digital & Marketing Analytics · Attribution & Incrementality · hard · Company-context scenario · 20 min

Your paid social campaigns report a 4x ROAS from the ad platform's attribution.

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Company-context scenario built from real product constraints. It is not represented as a verbatim interview question.

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