01

The practical framework

Start with observable evidence, connect the issue to a business decision and avoid changing several variables before a baseline exists.

  • Ads can validate demand quickly
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  • A combined sequence can reduce guesswork
02

What to do next

Document the current state, choose the smallest high-impact correction and measure the signal that should change. If the evidence is inconclusive, investigate before expanding scope.