Technical FAQ for Engineering Teams
Answers for skeptical CTOs. How the audit engine works, what it checks, and what it does not do.
No. A real order would create unwanted side effects and rely on store-specific behaviors. Instead: • We trigger add_to_cart • We simulate the purchase event by replaying GA4 purchase signals • We validate the GA4 network hit that corresponds to a thank-you event No cart transactions or payment flows occur. This produces deterministic results with no store impact.
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47 automated checks. Deterministic output. Under 5 minutes.