• Testing method: Turn off all paid channels for a month. You'll likely see a decline in direct and organic traffic. Restart paid media, and watch them rise again. • Budget considerations: This insight is crucial when marketing teams face tighter budgets but are still expected to drive the pipeline. • Holistic view: When analyzing direct traffic, consider its relationship with paid media, not just organic search.