Side-by-side comparison of all-in-one marketing automation platform vs upload your ga4 csv, see what actually works in 5-10 minutes. Updated for 2026.
| HubSpot Marketing | Causality EngineYou are here | |
|---|---|---|
| Starting price | $800/mo | €99 one-time |
| Pricing model | Tiered ($800–$3,600/mo for Marketing Hub Professional+) | €99 one-time or €299/mo Pro |
| Methodology | Contact-based attribution reporting | causal inference |
| Setup time | 2–4 weeks | 5–10 minutes (GA4 CSV upload) |
| Pixel required? | Yes | No |
| Measures incrementality? | No | Yes, causal inference |
| iOS 14.5+ resilient? | No, pixel-dependent | Yes, aggregate data |
| Developer required? | Usually | No |
| Contract required? | Often | No, cancel anytime |
| Time to first insight | 2–4 weeks | Minutes |
| Best for | B2B companies using HubSpot CRM wanting basic attribution | Any ecommerce brand using GA4, frustrated with platform-reported attribution |
See the difference on your own data
Upload your GA4 CSV · 5–10 min insights · €99 · Full refund
One-time analysis. No subscription. See your true channel-level ROAS in minutes. Full refund if you don't see the value.
“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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