Singular Alternative

Looking for a Singular alternative?

Name: Causality Engine
Price: 99 EUR
Availability: InStock
Rating: 4.8 (12 reviews)
Author: Causality Engine

Singular uses deterministic + probabilistic mobile attribution. Causality Engine asks a different question: upload your GA4 CSV export and our proprietary causal-inference model tells you which channels actually drove revenue, not just which ones were present at the click. €99 to start. 5–10 minute insights. No pixel.

Singular starts at

Custom pricing

Enterprise (custom, typically $2K+/mo). Causality Engine starts at €99 one-time. Upload your GA4 CSV. No subscription. No platform integration required.

	Singular	Causality Engine
Price	Custom pricing	€99 one-time
Method	Deterministic + probabilistic mobile attribution	Causal inference
Setup	1–2 weeks (SDK integration)	2 minutes
Pixel?	Yes	No
Proves causation?	No	Yes

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 what actually works in 5–10 minutes. Full refund if you don't see the value.

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Full comparison →Compare all tools →

“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 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.

Upload at €99 Compare plans