ROI accelerates post-month 3 as data flywheels spin in 2026, US businesses seeing 20% MoM lifts from self-optimization—beyond breakeven into hockey-stick.
Key Benefits
- Month 3: Learning peaks
- Month 6: 5x baseline
- Year 1: Flywheel dominance
- Data vol >10k touches
- Fine-tuning cycles complete
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