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Data-driven insights on customer behavior, Amazon analytics, and e-commerce growth.

Two questions every ad dollar must answer: is this customer worth acquiring, and is this keyword actually acquiring anyone.
Amazon Advertising·13 min read

Should you spend more or less on every Amazon product you sell?

ROAS cannot tell a dollar that wins a new customer from a dollar that just reaches a returning one. A playbook that can, run across your whole catalog: cross the spend curve (is this customer worth acquiring) with new-to-brand rates (is this keyword actually acquiring anyone), price each keyword by cost per new customer on one index, then open a discovery loop for the terms you don't bid on yet. Shown on one anonymized brand, all indexed.

Shinghi Detlefsen·