Advanced100 minutesStep 5Pro
Scaling Got Worse: Wait, Scale Down, Fix, or Roll Back?
Continue the same tumbler scale run and use days 6-11 actual spend, CTR, CPC, page conversion, valid orders, and profit limits to wait, hold, return to a safe tier, repair the page, refresh the angle, isolate a test, or pause.
5
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5/8 lessons
Author
Ranfeng WeiLast reviewed
2026-07-11
Review scope
Reviewed against Shopify, Google Search, ads, analytics, and ecommerce operating workflows.
Quick Answers
TL;DR: Continue the same tumbler scale run and use days 6-11 actual spend, CTR, CPC, page conversion, valid orders, and profit limits to wait, hold
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From a $50 Validation Budget to $70: Did the First Increase Actually Work?
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