SegmentStream uses ml conversion probability modeling. Causality Engine uses causal inference. The switch takes 2 minutes and you can run both side by side.
| SegmentStream | Causality Engine | |
|---|---|---|
| Price | $50K+/mo spend minimum | €99 one-time |
| Method | ML conversion probability modeling | Causal inference |
| Setup | 2–4 weeks | 2 minutes |
| Migration effort | N/A | Zero — runs alongside |
Keep SegmentStream running. Causality Engine connects to your GA4 and Shopify data independently — zero conflict.
One-click OAuth for each. Read-only access. No pixel, no code, no DNS changes.
See confidence-scored ROAS by channel within minutes. Compare against what SegmentStream was telling you.
Run both tools for a month. When you see the difference in channel-level attribution, the decision makes itself.
No rush. But once you see causal attribution vs ml conversion probability modeling, most brands cancel within 30 days.
Run both tools side by side. See the difference in attribution quality. Cancel SegmentStream only when you're ready.
Book a Demo“Finally stopped arguing with our agency about which numbers are real.”
Founder, Beauty Brand
“Discovered €47K/month our dashboards never showed.”
CMO, Fashion Brand
See which channels actually drive your revenue. Confidence-scored results in minutes — not months. Full refund if you don't see the value.
Based in the Netherlands
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|VAT: NL865944039B01