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Deliverable guide
GA4 Analysis Brief
A decision-ready brief for GA4 reports, explorations, and export-based analysis.
Read the fileWorkflow
Prepare GA4 Analysis Brief
Convert GA4 evidence into a reproducible, decision-ready analysis brief.
Read the fileQuality rubric
GA4 Analysis Brief Quality Check
Rubric for reviewing whether a GA4 analysis brief is source-scoped, reproducible, and action-safe.
Read the fileSource notes
GA4 Analysis Brief Source Checks
Official and local source categories to inspect before GA4 analysis brief claims or actions.
Read the fileIs this bundle right for your task?
Who it is for
- People drafting, reviewing, approving, or relying on GA4 Analysis Brief
- Teams working in ecommerce, b2b-saas, digital-products
When to use it
- A GA4 Analysis Brief draft needs a clear purpose, audience, evidence base, structure, and approval path.
- An existing draft needs unsupported claims, missing sections, unresolved decisions, and reviewer comments addressed.
What you need to provide
- The document purpose, audience, source evidence, required sections, constraints, approvers, and intended decision or action.
- Existing drafts, templates, policies, examples, terminology, and review criteria that the output must follow.
Tasks and expected outputs
Questions it helps answer
- Turn GA4 reports, explorations, and exports into decision-ready analysis.
- Define source scope, metrics, dimensions, filters, and caveats before conclusions.
- Separate verified observations from hypotheses and next actions.
- Avoid inventing GA4 access, schemas, metrics, or causes.
What it helps produce
- GA4 analysis brief
Practical example
Use it with an agent
Load the bundle as context, provide the evidence named above, then adapt this example to your situation.
Provide the document purpose, audience, source evidence, required sections, constraints, approvers, and intended decision or action. Ask the agent to draft or review GA4 Analysis Brief and return GA4 analysis brief with material claims tied to evidence and assumptions, open questions, reviewers, and approval gates marked. Inspect GA4 Analysis Brief before drafting.
Context path: bundles/deliverables/ga4-analysis-brief
What the bundle includes
Tools
- Google Analytics
- GA4
- BigQuery
Frameworks
- source-scoped analytics brief
- funnel analysis
- measurement-health review
Commands
/draft-ga4-analysis-brief
Evaluations
- GA4 analysis brief quality check
Limitations and safe use
Do not use this for
- Publishing, approving, or acting on a draft before its material claims, source evidence, owners, and approval gates have been reviewed.
Known limitations
- Not a full GA4 implementation, admin, tagging, reporting, or SQL guide.
- Requires user-provided report, exploration, export, schema, date-range, metric, dimension, filter, and segment evidence for final conclusions.
- Does not prove causality from GA4 metric changes alone.
Safety notes
- Require confirmation before modifying live GA4, GTM, dashboards, campaigns, experiments, exports, or warehouse tables.
- Do not claim access to GA4 properties, reports, events, or exports unless the user provides evidence or authorized tool access.