Side-by-side comparison of shopify-native analytics dashboard vs ml-based multi-touch attribution. Updated for 2026.
| Triple Whale | Northbeam | |
|---|---|---|
| Starting price | $129/mo | $1,000/mo |
| Pricing model | GMV-based tiers ($129–$4,499/mo) | Tiered ($1,000–$2,500+/mo) |
| Methodology | Pixel-based multi-touch attribution | Machine learning attribution models |
| Setup time | 1–2 hours (pixel install) | 1–2 weeks (DNS + pixel) |
| Pixel required? | Yes | Yes |
| Measures incrementality? | No | No |
| iOS 14.5+ resilient? | No, pixel-dependent | No |
| Developer required? | Usually | Depends |
| Contract required? | Often | Varies |
| Time to first insight | 1–2 hours (pixel install) | 1–2 weeks (DNS + pixel) |
| Best for | Shopify brands at scale wanting a unified dashboard | Enterprise DTC brands ($5M+ revenue) |
Both Triple Whale and Northbeam rely on tracking-based attribution. Causality Engine takes a different path: upload your GA4 CSV export, our proprietary causal-inference model returns per-channel insights in 5–10 minutes. €99 to start. No pixel. No SDK. No code on your storefront.
“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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