Looking for a Littledata alternative?
Littledata uses data layer tracking for ga4/segment. Causality Engine uses causal inference — proving what actually causes sales, not just what correlates with them. €99 to start. 2-minute setup. No pixel.
Littledata starts at
Tiered ($99–$499/mo). Causality Engine starts at €99 one-time — no subscription required to see your true ROAS.
| Littledata | Causality Engine | |
|---|---|---|
| Price | $99/mo | €99 one-time |
| Method | Data layer tracking for GA4/Segment | Causal inference |
| Setup | 30 minutes | 2 minutes |
| Pixel? | Yes | No |
| Proves causation? | No | Yes |
Why brands switch from Littledata
- Tracking connector only — no attribution model
- Dependent on GA4's attribution limitations
- Doesn't answer 'what caused this sale'
- Improving GA4 data quality ≠ better attribution
What Causality Engine does differently
- Complete attribution model not just a connector
- Independent of GA4 limitations
- Answers what caused the sale
- Causal inference beyond tracking improvements
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
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
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