Decision brief
Name the audience, decisions, time horizon and questions before selecting charts or filters.
Marketing reporting implementation
Build a dashboard for decisions, not for the number of charts.
Start with the question the team needs to answer. Then agree on metrics and sources, validate them, and design a reporting view people can maintain without confusing unlike numbers.
When reporting needs a clearer contract
A useful report starts by resolving definitions, not by adding another chart.
- Teams compare GA4, Google Ads and CRM totals without agreeing what each counts.
- An existing dashboard is crowded but cannot answer a budget or funnel question.
- Filters mix dates, channels or customer segments at incompatible grains.
- Nobody owns data access, refresh behavior or changes to the KPI dictionary.
What we design and build
The dashboard contains only metrics supported by the available sources and a stated decision.
Sources and definitions
Map direct connectors where appropriate; define KPI formulas, attribution and reporting grain, and flag what needs a warehouse or preprocessing layer.
Report layout
Build a clear hierarchy of overview, diagnostic views and useful channel or segment filters rather than a dense collection of widgets.
Governance
Specify source credentials, editor and viewer access, refresh expectations, ownership and a review path when definitions change.
Agree on the metric before drawing it
A metric dictionary records what a number means and where it came from.
Name and formula
State the numerator, denominator, exclusions and currency where relevant.
Source and grain
Identify the system of record, date, campaign or customer level and any join assumptions.
Owner and refresh
Name who maintains the source, permissions and an acceptable update expectation.
Check the report against its sources
A Looker Studio chart is accepted only after its filters and underlying numbers can be explained.
- Compare selected KPI values with their source for agreed dates and filters.
- Review attribution, time zones, currency, join grain and missing values where sources differ.
- Test segment filters, permissions and a representative desktop or narrow-screen reading path.
- Document connector or refresh limits and any source-data issues that need separate remediation.
From question to reporting handoff
- 01
Frame
Agree on the users, decisions, core KPI list and available source permissions.
- 02
Define
Create the metric dictionary and resolve or flag source conflicts before layout work.
- 03
Build and validate
Implement the views and test selected metrics, filters, access and refresh behavior.
- 04
Transfer
Hand over ownership, definitions, data dependencies and a procedure for changing the report.
What you receive
Reporting brief
Decisions, intended users, source map and prioritized views.
Looker Studio report
A scoped dashboard with clear hierarchy, filters and permissions in a client-owned workspace.
Metric dictionary and QA
Definitions, sample reconciliations, known differences and source limitations.
Handoff
Ownership, credential and refresh notes, plus instructions for maintaining or extending the view.
Access and prerequisites
The underlying measurement must be sufficiently defined to support useful reporting.
- Looker Studio access and permissions to the relevant GA4, Google Ads, CRM, sheets or warehouse data sources.
- A decision owner who can approve metric definitions, segments and access to sensitive data.
- Examples of current reports and known discrepancies; developer or data-engineering support if a source model must be repaired.
A dashboard is a view, not a data repair
Looker Studio cannot fix missing GA4 events, reconcile incompatible business definitions by itself or replace a warehouse and data model. New tracking, custom pipelines, broad infrastructure and continuous reporting operations are separate scopes.
Your team can update the report against the metric dictionary. If source quality or data integration prevents a valid answer, diagnose or repair that layer before expanding the dashboard.
Questions about Looker Studio dashboards
Which metrics belong on the first page?
Only those that answer the agreed decision for that audience. Supporting diagnostics can sit in a second view, with definitions available alongside the report.
Can GA4, Google Ads and CRM connect directly?
Some sources have direct or partner connectors; others need a prepared table or warehouse. We assess permissions, grain and reliability before choosing an approach.
Why don't platform numbers match?
Sources may use different attribution, timing, counting and business definitions. The report labels the difference rather than silently treating unlike totals as identical.
How often will it refresh?
It depends on the connector, source and freshness settings. We document the supported behavior and ownership instead of promising a universal real-time view.
Will a dashboard fix bad GA4 tracking?
No. Missing events or wrong parameters need a GA4 audit or implementation change before a report can be trusted.
Who can edit and maintain the report?
We configure agreed access in a client-owned workspace and hand over the metric dictionary, source dependencies and change procedure.
Start with the decision
Make the next report explainable
Share the decision, current sources and the number the team cannot reconcile. We can scope the metric definitions and a useful Looker Studio view.