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Hyros vs Causality Engine

Side-by-side comparison of ai ad tracking for high-ticket funnels vs upload your ga4 csv, see what actually works in 5-10 minutes. Updated for 2026.

Feature comparison between the selected attribution tools
FeatureHyrosCausality EngineYou are here
Starting priceCustom (demo required)€99 one-time
Pricing modelNo public self-serve pricing; revenue-scaled, quoted via a sales demo€99 one-time or €299/mo Pro
MethodologyServer-side click trackingcausal inference
Setup timeTracking setup via onboarding5–10 minutes (GA4 CSV upload)
Pixel required?YesNo
Measures incrementality?NoYes, causal inference
iOS 14.5+ resilient?No, pixel-dependentYes, aggregate data
Developer required?UsuallyNo
Contract required?OftenNo, cancel anytime
Time to first insightTracking setup via onboardingMinutes
Best forHigh-ticket products and info productsAny ecommerce brand using GA4, frustrated with platform-reported attribution

Competitor pricing is each vendor's publicly listed pricing as read on the date shown, and it changes without notice: verify on the vendor's own site before relying on it. Vendors without a public price are marked as such. Comparisons set Causality Engine's one-time €99 analysis against subscription models.

See the difference on your own data

Upload your GA4 CSV · 5–10 min insights · €99 · Full refund

Where Hyros falls short

  • No public pricing, quote only, via a sales demo
  • Server-side click tracking misses view-through impact
  • Not Shopify-native
  • Tracks clicks, doesn't prove causation

Why brands choose Causality Engine instead

  • Transparent €99 pricing, no demo needed to see a price
  • Built for Shopify/GA4 data
  • Measures causal impact, not just tracked clicks
  • Works at any price point

Try it risk-free for €99

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

GA4 CSV uploadNo pixel required5–10 min insightsGDPR compliantFull refund guarantee

Last-click guesses.We run the math.

Causal attribution for ecommerce brands. Watch the model work on a sample store first, then upload your GA4 export and see which channels really drove revenue in 5–10 minutes. €99, pay-per-use. Pro at €299/mo when you want it continuous.

No signup for the demo. Book a 20-min call or compare plans.