Singular vs Causality Engine
Side-by-side comparison of marketing analytics and attribution for mobile vs causal inference for shopify attribution. Updated for 2026.
| Singular | Causality EngineYou are here | |
|---|---|---|
| Starting price | Custom pricing | €99 one-time |
| Pricing model | Enterprise (custom, typically $2K+/mo) | €99 one-time or $299/mo Pro |
| Methodology | Deterministic + probabilistic mobile attribution | causal inference |
| Setup time | 1–2 weeks (SDK integration) | 2 minutes |
| Pixel required? | Yes | No |
| Best for | Mobile app companies and gaming studios | Shopify DTC brands wanting true incrementality measurement |
Where Singular falls short
- Mobile-app focused — not built for e-commerce
- Requires SDK integration
- Enterprise pricing not transparent
- Deterministic mobile attribution is commoditized post-ATT
Why brands choose Causality Engine instead
- Built for e-commerce not mobile apps
- No SDK or pixel required
- Transparent pricing
- Causal inference works despite ATT
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.
“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
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See which channels actually drive your revenue. Confidence-scored results in minutes — not months. Full refund if you don't see the value.
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|KVK: 92226892
|VAT: NL865944039B01
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