The commercial starting point
Build the route from audience promise to a buyable product
An external campaign often fails before the click reaches the listing: the creative promises a use case the page barely explains, the featured variation is unavailable or the offer differs from the advertised one. My first step is to trace the US customer journey from the source message to the specific Amazon.com destination. We identify which product, audience and buying moment the campaign is meant to serve.
That journey determines the test. A creator recommendation, a paid social ad and a high-intent search click require different evidence and budget boundaries. I define the offer, available stock, creative responsibilities and reporting window before choosing a channel mix. Traffic volume is a delivery metric; the project is judged against the customer behavior and product economics the test was designed to examine.