Looking for a Lebesgue alternative?
Lebesgue uses competitive benchmarking + marketing audit. 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.
Lebesgue starts at
Free plan; Ultimate $79/mo, Ultimate AI $149/mo; attribution add-on $99/mo. Causality Engine starts at €99 one-time. Upload your GA4 CSV. No subscription. No platform integration required.
| Lebesgue | Causality Engine | |
|---|---|---|
| Price | $79/mo | €99 one-time |
| Method | Competitive benchmarking + marketing audit | Causal inference |
| Setup | 15 minutes | 2 minutes |
| Pixel? | No | No |
| Proves causation? | No | Yes |
Pricing verified from Lebesgue's pricing page, 2026-09-08. 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.
Why brands switch from Lebesgue
- Benchmarking/audit tool, not true attribution
- Reports credit and behaviour, not a counterfactual estimate of what a channel caused
- No causal inference methodology
- Competitive data is directional not precise
What Causality Engine does differently
- True attribution not just benchmarking
- Measures channel incrementality
- Causal inference methodology
- Precise measurement of your own data
Watch the model work. Then run it on your data for €99.
The interactive demo runs the real causal model on a sample store, no signup. Your own read is €99, once, no subscription, 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
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.