GA4 reporting automation with Make
A recurring analytics report needs consistent definitions as well as fresh numbers. Norml scopes a Make workflow that queries your GA4 property and updates an agreed Google Sheet, with the reporting window and refresh status visible. Your team can distinguish a successful refresh from missing data, a changed query or a failed request.
A few clients we’ve worked with
What we do
Refresh an agreed GA4 report in Google Sheets on a schedule, with defined metrics, date windows and visible handling of incomplete or failed results.
Make the recurring report reproducible
We agree what each row means before scheduling a refresh. The report reflects the data available through the selected GA4 reporting route.
- Solution
- Automations
- Tools
- Google Analytics 4, Google Sheets, Make
- Trigger
- An agreed reporting schedule starts a GA4 query for a defined property, metric set and date window.
- Outcome
- Update the corresponding Google Sheets reporting period and record the refresh result, with incomplete data or request failures routed to the report owner.
- Define the querySelect the property, dimensions, metrics, filters and date window. Check that the requested combination is valid and name the timezone used to interpret the period. Comparing weeks requires the same definitions on both sides.01
- Write predictable report periodsChoose the Google Sheet, tab and stable period key. Decide whether a refresh replaces a period, updates matching rows or appends a new period. Re-running the same query should not silently double the reported data.02
- Expose refresh qualityRecord the last successful refresh and surface failed requests or relevant response metadata. Empty results, thresholding and other reporting limitations need a defined treatment. A failed query should not overwrite the last valid report with zeroes.03
Client reviews
“Norml Studio's professionalism and responsiveness were impressive.”
“They were proactive in suggesting improvements we hadn't considered.”
“They delivered what they said they would, on time.”
“They focused on how to make our daily operations easier, not just on building features for the sake of it.”
“They understood that the app needed to be practical for someone sitting in a car, not just look good on a desktop.”
“Their level of dedication to the success of the project and GoPetZen's business as a whole is unique.”
Agree what the report can answer
- Verify property access and collectionConfirm access to the intended GA4 property and native Google Sheet. Event implementation, consent configuration, key-event definitions and historical tracking problems require separate analytics work; a reporting automation cannot repair uncollected data.01
- Choose an owner for changed definitionsAssign responsibility for metric changes, renamed events and broken queries. Set the refresh schedule with data availability and API quotas in mind. More frequent requests do not make underlying data complete or final.02
Check the report before scheduling it
- [Specify one reporting period]Step 01
Review the existing report or define the required columns. Document metric meaning, filters, timezone and how incomplete periods should be labelled.
- [Validate the query and sheet update]Step 02
Run the selected GA4 report and inspect the returned fields and metadata. Confirm that the Make connection supports the query and that the Sheet update uses the agreed period identity.
- [Test reruns and missing data]Step 03
Repeat a period, test an empty result and simulate a failed refresh. Verify that the last valid data remains distinguishable, the report owner sees the exception and comparisons use matching definitions.
The people who do this work.
Meet the whole teamNo account layer between you and them. These are the Norml specialists this work runs through.
Let's chat
“I've spent 10 years working across development and marketing. I started as a developer, but design, SEO and advertising were already part of the job. That taught me to treat a website as one system: the business, the content, the design and the code have to work together. At Norml, I lead the architecture behind our work and stay involved wherever strategy, design, development and search meet.”
Max TymoshynFounder & Architect
Get startedRelated services.
From the Norml blog.
GA4 reporting questions
Can we choose our own metrics and dimensions?
Yes, subject to GA4 compatibility and the selected reporting route. We validate the requested combinations and filters before building the schedule. A metric available in one report is not automatically valid with every dimension.
Why might the Sheet differ from a GA4 screen?
Date ranges, filters, reporting identity, timezone and reporting limitations can affect comparisons. We document the query and compare like-for-like definitions. The scope does not promise every GA4 interface view will reproduce exactly through one API report.
What happens when a refresh fails?
The workflow records the failure and preserves the last valid result rather than substituting zero. We define the retry and notification route, and make the report's last successful refresh visible to its users.
Will this fix missing events or attribution?
No. The report can expose available data and its limitations. Tracking setup, event quality and attribution questions need separate investigation. We can scope that work when the reporting requirements reveal a collection problem.
Show us the report you repeat
Bring the GA4 property, a sample report and the decisions it supports. We will define a repeatable query, sheet update and exception policy.