Singular Alternative

Looking for a Singular alternative?

Singular uses deterministic + probabilistic mobile attribution. Causality Engine uses causal inference — proving what actually causes sales, not just what correlates with them. €99 to start. 2-minute setup. No pixel.

Singular starts at

Custom pricing

Enterprise (custom, typically $2K+/mo). Causality Engine starts at €99 one-time — no subscription required to see your true ROAS.

SingularCausality Engine
PriceCustom pricing€99 one-time
MethodDeterministic + probabilistic mobile attributionCausal inference
Setup1–2 weeks (SDK integration)2 minutes
Pixel?YesNo
Proves causation?NoYes

Why brands switch from Singular

  • Mobile-app focused — not built for e-commerce
  • Requires SDK integration
  • Enterprise pricing not transparent
  • Deterministic mobile attribution is commoditized post-ATT

What Causality Engine does differently

  • Built for e-commerce not mobile apps
  • No SDK or pixel required
  • Transparent pricing
  • Causal inference works despite ATT

Try Causality Engine for €99

One-time analysis. No subscription. See your true ROAS in minutes. Full refund if you don't see the value.

Finally stopped arguing with our agency about which numbers are real.

Founder, Beauty Brand

Discovered €47K/month our dashboards never showed.

CMO, Fashion Brand

No pixel required2-minute setupGDPR compliantFull refund guarantee

Stop guessing.Start knowing.

See which channels actually drive your revenue. Confidence-scored results in minutes — not months. Full refund if you don't see the value.