TLDR Tech / Marketing
Liquid Death Lets Incrementality Decide What Tactics To Kill And What To Keep
Most of Liquid Death's sales happen in physical stores, making traditional digital attribution largely useless. The brand now runs an always-on incrementality measurement system that compares exposed and unexposed shopper groups to isolate the volume driven by specific promotions. When cost-per-incremental dollar climbs too high or test and control groups behave the same, the team redirects spend within days rather than waiting for quarterly model readouts. The data has also reshaped audience strategy by shifting budget toward light and lapsed buyers instead of loyal fans, and it provides a bottom-funnel safety net that justifies increased spending on broad-reach channels like TV and streaming.
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