Mixpanel uses event-based product analytics. Causality Engine uses causal inference. The switch takes 2 minutes and you can run both side by side.
| Mixpanel | Causality Engine | |
|---|---|---|
| Price | Free tier available | €99 one-time |
| Method | Event-based product analytics | Causal inference |
| Setup | 1–2 hours (SDK/snippet) | 2 minutes |
| Migration effort | N/A | Zero, runs alongside |
Keep Mixpanel running. Causality Engine reads your GA4 CSV export, zero conflict, zero data overlap.
Export any historical period from GA4 as a CSV file and upload it. No OAuth dance. No pixel. No code. No DNS changes. Shopify native integration is on the roadmap but not required today.
See confidence-scored ROAS by channel within minutes. Compare against what Mixpanel 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 event-based product analytics, most brands cancel within 30 days.
Run both tools side by side. See the difference in attribution quality. Cancel Mixpanel only when you're ready.
Book a Demo“We discovered 34% of our revenue was hidden by last-click. CE found it in minutes.”
Maarten V., OFFFTRACK
“€47K/month our dashboards never showed. We reallocated budget the same week.”
Simone K., The Two Sisters
Causal attribution for Shopify brands. Upload your GA4 export, see which channels really drove revenue in 5–10 minutes. €99, pay-per-use. Pro at €299/mo when you want it continuous.
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