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2.5k days w my native image ads and ai video ads (more progress n shi)
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249 views19likes4:09oshivarunOriginal Release: 2026-05-11

A systematic approach to scaling e-commerce ad campaigns involves starting with a small budget (around $100/day), waiting 2 days for data, and then scaling based on profit margin rather than ROAS: if profitable (20%+ margin), increase budget by 20-50%; if very profitable (30%+ margin), increase by 50%; if unprofitable, downscale by half or cycle in new creatives; if break-even, hold and cycle creatives. This method prioritizes actual profit over ROAS because different brands have different average order values, making profit margin a more reliable scaling metric.

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