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
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.