Precise attribution
Click-id × source × unattributed, no illusion.
Click-id attribution, canonical revenue and spend quality — an honest read.
Platforms report what flatters them. Without your own truth, budget chases inflated numbers.
End-to-end click-id, from ad to checkout.
Real revenue against each model’s credit.
Freshness and coverage before any aggressive decision.
Click-id × source × unattributed, no illusion.
How much comes from real sync vs estimate.
Net revenue, no refunds, no pass-through.
Invalid traffic labeled, not hidden.
Tracking forwarding sits behind a hard-stop. Raw data is minimized.
Start in shadow mode: everything is simulated, nothing is published. You promote real execution when you decide.