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Clicks and impressions matter, but they rarely explain whether a campaign worked. Tie reporting to outcomes your business actually cares about.

Separate diagnostics from decisions

Use diagnostic metrics to understand behavior. Use decision metrics — qualified leads, pipeline, revenue — to judge success.

Attribute with humility

No model is perfect. Combine platform data with CRM outcomes and qualitative sales feedback before changing budget dramatically.

Report on learning

Every report should answer what you tried, what happened, and what you will change next. That keeps performance work iterative.

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