Best for
- Teams that do not trust conversion or funnel reports
- Organizations after a website, tag-manager, or consent-platform change
- B2B sites with multiple domains or embedded forms
Audit event names, parameters, key-event configuration, duplicates, missing values, self-referrals, cross-domain behavior, and measurement-plan coverage before reports are trusted.
A measurement defect register, severity-ranked remediation backlog, and recurring event-QA protocol.
Quick view
Check the audience, core tools, and access before you start the detailed steps.
Best for
Core tools
2 tools used across the workflow.
Access
Preview the open steps, then unlock the remaining implementation details and prompts.
Why this works
Analytics defects are dangerous because they often look like business performance changes. This workflow compares observed events and parameters with the approved measurement plan, identifies breakpoints, and ranks defects by reporting impact. Claude structures the evidence, while implementation owners reproduce and approve every fix.
Expected results
Audit coverage
100% of the approved in-scope population
The workflow begins with a frozen scope and reconciles the analyzed row count to the platform control report, so coverage can be verified rather than estimated.
Evidence traceability
Every approved finding linked to a source evidence key
The data dictionary and evidence-key convention require each factual conclusion to point to a specific record, field, and as-of date.
Controlled execution
No source-system change without recorded approval and rollback data
Recommendations, approvals, and writes are separated into different steps, with pre-change exports and pilot validation before broader application.
Reusable operating cadence
A repeatable monthly and after releases review system
The Claude Skill, rule register, acceptance tests, run manifest, and closeout process turn the work into a maintained operating system rather than a one-time analysis.
Step-by-step workflow
The first 2 steps are open. Pro unlocks the remaining steps, copy-paste prompts, pro tips, tool-by-tool setup guidance, and implementation details.
30-45 min
30-45 min
Write a one-page operating charter for GA4 event and measurement integrity before exporting any data. State the exact decision this workflow supports: which tracking defects block reporting, which can be scheduled, and which measurement-plan rules need revision. Define the in-scope business units, pipelines, regions, date window, record types, and exclusions, then name one analysis owner, one Google Analytics 4 data owner, and one final approver. Record the review cadence as monthly and after releases and specify where evidence, approvals, and exceptions will be stored. Review the charter with the approver and do not proceed until the scope and decision rights are accepted.
An approved operating charter with scope, owners, cadence, and decision rights.
A narrow decision produces better analysis than a broad request to “find insights”; keep out-of-scope questions in a separate backlog.
45-75 min
45-75 min
Convert the operating policy into a rule register that can be checked against GA4 events and dimensions. Create one row per rule with rule_id, rule_name, business_reason, required_fields, calculation_or_test, pass_condition, exception_code, severity, owner, and policy_version. Start with these minimum checks: event names match the measurement plan, required parameters are populated and correctly typed, events do not fire duplicate times for one action, key events represent real business actions, and cross-domain and referral behavior matches the documented setup. Give every rule an example that should pass and an example that should fail so reviewers interpret it consistently. Have the business owner approve the rule register and record any unresolved policy questions before data is scored.
A versioned rule register with pass conditions, examples, severity, and exception codes.
Version the rules independently from the workflow; changing a threshold should not erase which policy produced an earlier decision.
Pro workflow preview
Previewing 2 of 16 steps
Get the remaining 14 steps, copy-paste prompts, pro tips, tool-by-tool setup guidance, and ongoing workflow and prompt releases.
$9/month
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