Scaling works best when the first setup is already clean. Before increasing spend, advertisers should verify the offer, the traffic source, the conversion path, and the quality of the initial data.
If the landing page or funnel is unclear, scale only magnifies the problem.
Small differences can matter a lot once spend increases.
Early data should support the next move, not just confirm that the campaign is running.
