It helps brands figure out where marketing actually drives incremental revenue.
iOS broke pixel tracking.
Cookie deprecation made it worse.
In Europe, GDPR makes bad measurement even harder — and most tools were built for US privacy assumptions.
Connects to Shopify and GA4.
Runs causal inference on aggregate data — no pixel, no cookies, no code.
Shows which channel combinations actually drive conversions, not just which ones get credit.
If this sounds like your lane, hi@causalityengine.ai.
Have an idea?
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