Lebesgue vs Causality Engine
Side-by-side comparison of ai marketing analytics for e-commerce vs causal inference for shopify attribution. Updated for 2026.
| Lebesgue | Causality EngineYou are here | |
|---|---|---|
| Starting price | $59/mo | €99 one-time |
| Pricing model | Tiered ($59–$349/mo) | €99 one-time or $299/mo Pro |
| Methodology | Competitive benchmarking + marketing audit | causal inference |
| Setup time | 15 minutes | 2 minutes |
| Pixel required? | No | No |
| Best for | Shopify brands wanting competitive insights and ad auditing | Shopify DTC brands wanting true incrementality measurement |
Where Lebesgue falls short
- Benchmarking/audit tool — not true attribution
- Can't measure channel incrementality
- No causal inference methodology
- Competitive data is directional not precise
Why brands choose Causality Engine instead
- True attribution not just benchmarking
- Measures channel incrementality
- Causal inference methodology
- Precise measurement of your own data
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
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.
Based in the Netherlands
|KVK: 92226892
|VAT: NL865944039B01
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