Lift and attribution in marketing analytics refer to what?

• A. Lift measures the incremental effect of a campaign; attribution assigns credit for conversions across touchpoints.
• B. Lift measures the incremental effect of a campaign.
• C. Lift is a budget category; attribution is a type of ad.
• D. Lift tracks email opens; attribution tracks clicks.

Answer: (B)

Lift and attribution capture two related but distinct ideas in marketing analytics: the campaign’s added impact and how credit for conversions is distributed across touchpoints.

Lift measures the incremental effect of a campaign by comparing outcomes for those exposed to the campaign against a baseline (such as a control group). It answers how much the campaign changed the result beyond what would have happened otherwise. For example, if conversions rise from 5% to 6% with the campaign, the lift is a 1 percentage point increase, or a 20% relative uplift.

Attribution deals with crediting the conversions across the various interactions a customer has before converting. It reveals which channels or actions contributed to the sale and how much each should be credited, using models like last-touch, first-touch, linear, time-decay, or more advanced algorithmic approaches.

Together, lift tells you whether the campaign delivers an incremental improvement, while attribution shows how to allocate that improvement across the different paths customers take.