Advanced60 minutesStep 7Basic
Should This Ad Creative Scale, Be Repaired, or Pause? Read These Variables First
When an ad earns clicks but add-to-cart does not move, or a discount produces orders while refunds and profit worsen, first freeze one creative variable and write audience, page, offer, source file, rights, feed, and day-0/day-2/day-7 readings into one row; use same-scope ATC, purchase, refunds, and contribution profit to decide whether to scale, repair, retire an angle, or pause.
7
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7/17 lessons
Author
Ranfeng WeiLast reviewed
2026-07-24
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Reviewed against Shopify, Google Search, ads, analytics, and ecommerce operating workflows.
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A systematic cross-border ecommerce knowledge system17lessons
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