BIG QUERY
& BIG DATA WAREHOUSE

BIG QUERY
& BIG DATA WAREHOUSE

GA4 only keeps your raw event data for a limited time. Sampled reports, limited date ranges, and surface-level dimensions can only take you so far. At Vizionality, we help you export your GA4 data into BigQuery, build the queries and pipelines you need, and give your analytics setup a foundation that scales with your business.

OVERVIEW

GA4 BIGQUERY EXPORT

SETUP

We configure your GA4 to BigQuery link, validate the export, and document the schema so your team understands what’s landing in the warehouse and how to query it without guessing at field names

QUERY DEVELOPMENT AND DATA MODELING

We write the queries and data models your team needs to answer the questions GA4’s interface can’t. Session reconstruction, funnel analysis, cohort reporting, revenue attribution and more.

CONVERSION & ATTRIBUTION AUDIT

We connect your BigQuery data to Looker Studio, Google Sheets, or other downstream tools so your reporting stays current without manual exports or one-off data pulls every time someone needs a number.

Pipeline Monitoring and Validation

We keep an eye on your BigQuery export so breaks get caught before they affect your reporting. If something stops landing correctly, we flag it and fix it before your team notices a gap in the data.

OVERVIEW

HOW WE DO
BIG QUERY & DATA WAREHOUSE

We start by understanding what questions your business needs data to answer and where GA4's interface is falling short. We look at your current reporting setup, your data volume, and what your team would do with access to raw event-level data.

We check whether your BigQuery link is configured correctly, validate that the right data streams are exporting, and document the schema so your team knows exactly what's landing in the warehouse and how to query it.

We build the queries and data models your team needs for session reconstruction, funnel analysis, cohort reporting, and revenue attribution. Clean, documented, and built around your actual business questions.

We connect BigQuery to Looker Studio, Google Sheets, or any other downstream tool your team uses so reporting stays current without manual exports or one-off data pulls every time someone needs a number.

You get a full inventory of every issue found, ranked by impact, with clear next steps your team can act on immediately.

Find out why your GA4 data can’t be trusted.

GTM containers accumulate problems over time, especially when multiple people have added tags without a clear structure. The most common causes are overlapping triggers firing tags on the wrong pages, broken variable references that pass empty or incorrect values, duplicate tags sending inflated data, and data layer pushes that don't match what tags expect. 

If your GA4 data doesn't match your actual traffic, conversions are firing on pages they shouldn't, your Google Ads campaigns are optimizing toward the wrong actions, or tags were set up by multiple people over time without documentation, your GTM container likely has problems. The only way to know for certain is a full audit of every tag, trigger, and variable.

A thorough GTM audit should cover a full inventory of every tag, trigger, and variable in your container, both active and paused. It should verify tag firing logic, check trigger conditions, review your data layer implementation, confirm that conversion events are passing clean data to GA4 and Google Ads, and deliver a prioritized list of every issue found ranked by business impact.

With Vizionality, both options are available. The audit itself delivers a complete report of every issue found with clear next steps. If you want us to handle the fixes, we work directly in your GTM container, test every change in preview mode before publishing, and validate tag behavior across your key pages. You can also take the report to your internal team and either way you leave with a clear action plan.

Start with the highest-impact issues on your fix list, typically misfiring conversion tags and broken data layer variables, since those directly affect your ad platform optimization and GA4 reporting accuracy. Once the critical fixes are in place, work through the structural cleanup to prevent the same issues from building back up. If you want implementation support, Vizionality can handle the full remediation end to end. 

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