Defined inquiry, purchase and key-event meanings
Configured and reviewed within the relevant platform context, with QA and evidence boundaries documented.
I reviewed event definitions and journey signals in GA4 to separate measurable activity from assumptions about qualified leads, purchases and revenue.

This work examined how captured events, key events and purchase signals relate to the actual customer journey—and where additional reconciliation is still required.
A case-specific operating model rather than a generic service checklist.
Configured and reviewed within the relevant platform context, with QA and evidence boundaries documented.
Configured and reviewed within the relevant platform context, with QA and evidence boundaries documented.
Configured and reviewed within the relevant platform context, with QA and evidence boundaries documented.
Configured and reviewed within the relevant platform context, with QA and evidence boundaries documented.
Configured and reviewed within the relevant platform context, with QA and evidence boundaries documented.
Configured and reviewed within the relevant platform context, with QA and evidence boundaries documented.
Source: Google Analytics 4
Period: Apr 23–29, 2026
Snapshot activity only.Source: Google Analytics 4
Period: Apr 23–29, 2026
Events are not automatically qualified leads.Source: Google Analytics 4
Period: Apr 23–29, 2026
A GA4 key event depends on how the event was configured.Source: Google Analytics 4
Period: Apr 23–29, 2026
These purchases are not reconciled here to WooCommerce revenue.Review the platform state, implement the relevant configuration, test the customer/measurement path and document the operational handoff.
Review the platform state, implement the relevant configuration, test the customer/measurement path and document the operational handoff.
Review the platform state, implement the relevant configuration, test the customer/measurement path and document the operational handoff.
Review the platform state, implement the relevant configuration, test the customer/measurement path and document the operational handoff.
Review the platform state, implement the relevant configuration, test the customer/measurement path and document the operational handoff.
The evidence on this page distinguishes observed platform state, configured journeys, forecasts and future measurement requirements. Where purchase attribution is absent, no ROAS or ROI claim is made.
What this proves: this source is part of the documented evidence set for the case study.
What remains unverified: any metric, identity or operational claim not explicitly described in the evidence panel above.
Raw admin screenshots are not rendered publicly until sensitive data is redacted and approved.Discuss the business problem, the platform environment and the evidence you need to measure next.