Attribution is dead: Marketing contribution measures what actually closes deals
The Gist
- Traditional attribution models miss 60-80% of buyer journey touchpoints
- Marketing contribution tracks content presence at decision points, not lead source
- Requires sales-marketing alignment to verify content impact in live deals
RevBots.ai View:
ARM orchestrators replace attribution theater with deal-level contribution scoring.
Full Story:
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