Start with the question
An analytics answer is only meaningful when its property, date range and definitions are clear. Before connecting a GA4 service, write a metric contract for the question: which property, timezone, event and grouping should produce the answer?
A workflow you can check
Use the following steps as a small acceptance test. Keep the underlying observations with your notes so someone else can review the conclusion.
- Verify the integration operator and the account that grants access.
- Start with read-only access to a test or approved property.
- Run a simple report and compare it with the same date range in the interface.
- Record filters, attribution assumptions and any thresholding or missing rows.
Interpret the evidence
MARqentic’s Google Analytics category is catalogued; an active GA4 property connection is not available from that listing. Keep first-party analytics exports distinct from public search research and avoid presenting search position as a direct measure of conversions.
A prompt to adapt
Replace the inputs with your own approved examples. Ask the assistant to explain its scope before starting research.
Review this GA4 report brief for property, timezone, date range, metric definition and filters. Identify what is missing before interpreting a traffic or conversion change.