Causality Engine works with every ad platform — without installing their pixels. Connect Shopify + GA4 and see true ROAS across all your channels.
See true Meta ROAS — without the Meta pixel
True Google Ads ROAS — beyond last-click
Prove TikTok's impact — even when last-click says otherwise
See email's true incremental impact — beyond open rates
Prove Pinterest drives purchases — not just pins
Measure Snapchat's real impact on Gen Z purchases
Causality Engine measures every channel visible in your GA4 data — including email, organic, direct, referral, and any paid platform. The pages above cover platform-specific attribution challenges, but the product works with all channels.
See all features →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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