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Marketing metrics that actually matter
Track the few signals that show impact without noise.
Traffic → Leads → Bookings, not vanity clicks.
Spend vs. revenue by channel.
Response time and satisfaction for AI/human replies.
Seasonality adjustments and budget caps.