Holdout tests reveal 84% of teams misattribute peak season revenue
The Gist
- Cyber 5 drives 21.5% of Q4 revenue but most attribution is wrong
- Only 38% of teams validate channel incrementality
- Coupon partners are most over-credited in last-click models
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SaaS Hoarders pay for 8-15 martech tools but still can't answer which 20% drive results.
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